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requirements.txt
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requirements.txt
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opencv-python
yacs
tqdm
pyyaml
matplotlib
colorama
cython
tensorboardX
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2019: 100%|██████████████████████████████████| 60/60 [00:00<00:00, 88.96it/s, zebrafish1]
eval ar: 0%| | 0/1 [00:00<?, ?it/s]/home/ubuntu/Desktop/Object_Track/SiamTrackers/toolkit/utils/statistics.py:54: RuntimeWarning: Mean of empty slice
acc = np.nanmean(overlaps)
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.99it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.58it/s]
------------------------------------------------------------
|Tracker Name| Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------
| model | 0.606 | 0.477 | 95.0 | 0.296 |
------------------------------------------------------------
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/evaluate_flow/eval.py
loading VOT2019: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 52.38it/s, zebrafish1]
eval ar: 0%| | 0/1 [00:00<?, ?it/s]/home/ubuntu/Desktop/Object_Track/SiamTrackers/toolkit/utils/statistics.py:54: RuntimeWarning: Mean of empty slice
acc = np.nanmean(overlaps)
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.72it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.32it/s]
------------------------------------------------------------
|Tracker Name| Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------
| model | 0.595 | 0.467 | 93.0 | 0.287 |
------------------------------------------------------------
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:07<00:00, 7.68it/s, zebrafish1]
( 1) Video: ants1 Time: 17.6s Speed: 18.4fps Lost: 0
( 2) Video: ants3 Time: 28.9s Speed: 20.0fps Lost: 1
( 3) Video: bag Time: 10.1s Speed: 19.2fps Lost: 0
( 4) Video: ball1 Time: 5.3s Speed: 19.5fps Lost: 0
( 5) Video: ball2 Time: 2.1s Speed: 19.5fps Lost: 0
( 6) Video: basketball Time: 37.5s Speed: 19.3fps Lost: 1
( 7) Video: birds1 Time: 17.2s Speed: 19.6fps Lost: 0
( 8) Video: blanket Time: 11.3s Speed: 19.8fps Lost: 1
( 9) Video: bmx Time: 4.0s Speed: 19.0fps Lost: 0
( 10) Video: bolt1 Time: 17.8s Speed: 19.6fps Lost: 0
( 11) Video: bolt2 Time: 14.8s Speed: 19.7fps Lost: 1
( 12) Video: book Time: 8.7s Speed: 20.0fps Lost: 1
( 13) Video: butterfly Time: 7.8s Speed: 19.1fps Lost: 0
( 14) Video: car1 Time: 39.1s Speed: 19.0fps Lost: 0
( 15) Video: conduction1 Time: 17.7s Speed: 19.5fps Lost: 0
( 16) Video: crabs1 Time: 7.5s Speed: 21.2fps Lost: 3
( 17) Video: crossing Time: 6.9s Speed: 18.8fps Lost: 0
( 18) Video: dinosaur Time: 16.7s Speed: 19.5fps Lost: 2
( 19) Video: drone1 Time: 17.5s Speed: 20.2fps Lost: 3
( 20) Video: drone_across Time: 7.6s Speed: 19.2fps Lost: 0
( 21) Video: drone_flip Time: 5.3s Speed: 21.0fps Lost: 2
( 22) Video: fernando Time: 14.9s Speed: 19.5fps Lost: 2
( 23) Video: fish1 Time: 18.8s Speed: 19.5fps Lost: 1
( 24) Video: fish2 Time: 15.9s Speed: 19.5fps Lost: 1
( 25) Video: fish3 Time: 26.9s Speed: 19.2fps Lost: 0
( 26) Video: flamingo1 Time: 70.0s Speed: 19.7fps Lost: 2
( 27) Video: frisbee Time: 12.3s Speed: 20.1fps Lost: 1
( 28) Video: girl Time: 78.7s Speed: 19.1fps Lost: 2
( 29) Video: glove Time: 6.1s Speed: 19.6fps Lost: 1
( 30) Video: godfather Time: 18.9s Speed: 19.3fps Lost: 1
( 31) Video: graduate Time: 44.8s Speed: 18.8fps Lost: 0
( 32) Video: gymnastics1 Time: 29.4s Speed: 19.3fps Lost: 0
( 33) Video: gymnastics2 Time: 12.5s Speed: 19.1fps Lost: 0
( 34) Video: gymnastics3 Time: 5.9s Speed: 19.7fps Lost: 1
( 35) Video: hand Time: 13.9s Speed: 19.1fps Lost: 1
( 36) Video: handball1 Time: 19.2s Speed: 19.6fps Lost: 2
( 37) Video: handball2 Time: 20.2s Speed: 19.8fps Lost: 3
( 38) Video: helicopter Time: 37.2s Speed: 19.0fps Lost: 1
( 39) Video: iceskater1 Time: 34.9s Speed: 18.9fps Lost: 0
( 40) Video: iceskater2 Time: 37.6s Speed: 18.8fps Lost: 1
( 41) Video: leaves Time: 2.9s Speed: 21.4fps Lost: 2
( 42) Video: matrix Time: 5.2s Speed: 19.1fps Lost: 0
( 43) Video: motocross1 Time: 8.4s Speed: 19.4fps Lost: 1
( 44) Video: motocross2 Time: 3.3s Speed: 18.2fps Lost: 0
( 45) Video: nature Time: 52.5s Speed: 19.0fps Lost: 3
( 46) Video: pedestrian1 Time: 7.1s Speed: 19.5fps Lost: 0
( 47) Video: rabbit Time: 7.4s Speed: 21.3fps Lost: 3
( 48) Video: racing Time: 8.0s Speed: 19.3fps Lost: 0
( 49) Video: road Time: 28.7s Speed: 19.4fps Lost: 0
( 50) Video: shaking Time: 19.0s Speed: 19.1fps Lost: 0
( 51) Video: sheep Time: 13.0s Speed: 19.2fps Lost: 0
( 52) Video: singer2 Time: 19.8s Speed: 18.4fps Lost: 0
( 53) Video: singer3 Time: 6.8s Speed: 19.1fps Lost: 0
( 54) Video: soccer1 Time: 19.9s Speed: 19.6fps Lost: 3
( 55) Video: soccer2 Time: 6.2s Speed: 20.5fps Lost: 1
( 56) Video: soldier Time: 6.9s Speed: 19.9fps Lost: 1
( 57) Video: tiger Time: 19.2s Speed: 19.0fps Lost: 0
( 58) Video: traffic Time: 9.8s Speed: 19.3fps Lost: 0
( 59) Video: wiper Time: 17.6s Speed: 19.3fps Lost: 1
( 60) Video: zebrafish1 Time: 20.5s Speed: 19.4fps Lost: 0
model total lost: 50
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:05<00:00, 10.24it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.31s/it]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.26it/s]
------------------------------------------------------------
|Tracker Name| Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------
| model | 0.601 | 0.234 | 50.0 | 0.415 |
------------------------------------------------------------
Process finished with exit code 0
# update_score = 0.9
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 57.16it/s, zebrafish1]
( 1) Video: ants1 Time: 24.1s Speed: 13.4fps Lost: 0
( 2) Video: ants3 Time: 38.7s Speed: 14.9fps Lost: 2
( 3) Video: bag Time: 12.1s Speed: 16.1fps Lost: 0
( 4) Video: ball1 Time: 7.3s Speed: 14.2fps Lost: 0
( 5) Video: ball2 Time: 3.1s Speed: 13.0fps Lost: 0
( 6) Video: basketball Time: 46.0s Speed: 15.7fps Lost: 1
( 7) Video: birds1 Time: 24.1s Speed: 14.0fps Lost: 1
( 8) Video: blanket Time: 13.5s Speed: 16.6fps Lost: 1
( 9) Video: bmx Time: 5.1s Speed: 14.7fps Lost: 0
( 10) Video: bolt1 Time: 21.8s Speed: 16.0fps Lost: 0
( 11) Video: bolt2 Time: 19.9s Speed: 14.7fps Lost: 0
( 12) Video: book Time: 10.6s Speed: 16.5fps Lost: 2
( 13) Video: butterfly Time: 9.8s Speed: 15.3fps Lost: 0
( 14) Video: car1 Time: 47.9s Speed: 15.5fps Lost: 0
( 15) Video: conduction1 Time: 23.8s Speed: 14.4fps Lost: 3
( 16) Video: crabs1 Time: 11.4s Speed: 14.0fps Lost: 3
( 17) Video: crossing Time: 9.8s Speed: 13.2fps Lost: 0
( 18) Video: dinosaur Time: 18.9s Speed: 17.2fps Lost: 2
( 19) Video: drone1 Time: 24.5s Speed: 14.5fps Lost: 6
( 20) Video: drone_across Time: 10.8s Speed: 13.5fps Lost: 0
( 21) Video: drone_flip Time: 8.1s Speed: 13.8fps Lost: 1
( 22) Video: fernando Time: 18.5s Speed: 15.7fps Lost: 1
( 23) Video: fish1 Time: 21.7s Speed: 16.8fps Lost: 4
( 24) Video: fish2 Time: 19.4s Speed: 16.0fps Lost: 2
( 25) Video: fish3 Time: 33.3s Speed: 15.5fps Lost: 0
( 26) Video: flamingo1 Time: 99.9s Speed: 13.8fps Lost: 2
( 27) Video: frisbee Time: 21.3s Speed: 11.6fps Lost: 1
( 28) Video: girl Time: 103.8s Speed: 14.4fps Lost: 2
( 29) Video: glove Time: 8.1s Speed: 14.7fps Lost: 1
( 30) Video: godfather Time: 24.2s Speed: 15.1fps Lost: 1
( 31) Video: graduate Time: 56.1s Speed: 15.0fps Lost: 0
( 32) Video: gymnastics1 Time: 37.4s Speed: 15.1fps Lost: 1
( 33) Video: gymnastics2 Time: 17.7s Speed: 13.5fps Lost: 0
( 34) Video: gymnastics3 Time: 8.0s Speed: 14.6fps Lost: 2
( 35) Video: hand Time: 15.0s Speed: 17.7fps Lost: 1
( 36) Video: handball1 Time: 24.7s Speed: 15.2fps Lost: 0
( 37) Video: handball2 Time: 26.3s Speed: 15.3fps Lost: 3
( 38) Video: helicopter Time: 50.0s Speed: 14.1fps Lost: 1
( 39) Video: iceskater1 Time: 45.3s Speed: 14.6fps Lost: 0
( 40) Video: iceskater2 Time: 46.0s Speed: 15.4fps Lost: 1
( 41) Video: leaves Time: 4.3s Speed: 14.3fps Lost: 1
( 42) Video: matrix Time: 6.5s Speed: 15.2fps Lost: 1
( 43) Video: motocross1 Time: 10.7s Speed: 15.2fps Lost: 1
( 44) Video: motocross2 Time: 4.8s Speed: 12.4fps Lost: 0
( 45) Video: nature Time: 67.5s Speed: 14.8fps Lost: 2
( 46) Video: pedestrian1 Time: 9.4s Speed: 14.8fps Lost: 0
( 47) Video: rabbit Time: 9.8s Speed: 15.9fps Lost: 4
( 48) Video: racing Time: 10.6s Speed: 14.6fps Lost: 0
( 49) Video: road Time: 40.0s Speed: 13.9fps Lost: 0
( 50) Video: shaking Time: 22.8s Speed: 15.9fps Lost: 0
( 51) Video: sheep Time: 16.9s Speed: 14.8fps Lost: 0
( 52) Video: singer2 Time: 23.9s Speed: 15.3fps Lost: 0
( 53) Video: singer3 Time: 8.6s Speed: 15.1fps Lost: 1
( 54) Video: soccer1 Time: 24.1s Speed: 16.2fps Lost: 4
( 55) Video: soccer2 Time: 9.2s Speed: 13.9fps Lost: 1
( 56) Video: soldier Time: 9.6s Speed: 14.3fps Lost: 0
( 57) Video: tiger Time: 23.6s Speed: 15.5fps Lost: 0
( 58) Video: traffic Time: 13.6s Speed: 14.0fps Lost: 0
( 59) Video: wiper Time: 22.7s Speed: 15.0fps Lost: 2
( 60) Video: zebrafish1 Time: 36.6s Speed: 10.9fps Lost: 0
checkpoint_e5000 total lost: 62
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:02<00:00, 26.72it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.28it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.48it/s]
------------------------------------------------------------------
| Tracker Name | Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------------
| checkpoint_e5000 | 0.591 | 0.290 | 62.0 | 0.359 |
------------------------------------------------------------------
Process finished with exit code 0
# update_score = 0.85
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:14<00:00, 4.14it/s, zebrafish1]
( 1) Video: ants1 Time: 27.9s Speed: 11.6fps Lost: 0
( 2) Video: ants3 Time: 42.3s Speed: 13.7fps Lost: 2
( 3) Video: bag Time: 13.6s Speed: 14.4fps Lost: 0
( 4) Video: ball1 Time: 7.8s Speed: 13.4fps Lost: 0
( 5) Video: ball2 Time: 3.2s Speed: 12.4fps Lost: 0
( 6) Video: basketball Time: 46.2s Speed: 15.7fps Lost: 1
( 7) Video: birds1 Time: 24.4s Speed: 13.9fps Lost: 1
( 8) Video: blanket Time: 14.0s Speed: 16.0fps Lost: 1
( 9) Video: bmx Time: 5.3s Speed: 14.1fps Lost: 0
( 10) Video: bolt1 Time: 21.9s Speed: 15.9fps Lost: 0
( 11) Video: bolt2 Time: 19.9s Speed: 14.7fps Lost: 0
( 12) Video: book Time: 10.6s Speed: 16.4fps Lost: 2
( 13) Video: butterfly Time: 9.8s Speed: 15.2fps Lost: 0
( 14) Video: car1 Time: 47.6s Speed: 15.6fps Lost: 0
( 15) Video: conduction1 Time: 24.0s Speed: 14.3fps Lost: 3
( 16) Video: crabs1 Time: 11.2s Speed: 14.2fps Lost: 3
( 17) Video: crossing Time: 9.9s Speed: 13.1fps Lost: 0
( 18) Video: dinosaur Time: 18.9s Speed: 17.2fps Lost: 2
( 19) Video: drone1 Time: 24.5s Speed: 14.4fps Lost: 6
( 20) Video: drone_across Time: 10.7s Speed: 13.7fps Lost: 0
( 21) Video: drone_flip Time: 8.3s Speed: 13.4fps Lost: 0
( 22) Video: fernando Time: 18.4s Speed: 15.8fps Lost: 1
( 23) Video: fish1 Time: 21.6s Speed: 16.9fps Lost: 4
( 24) Video: fish2 Time: 19.2s Speed: 16.1fps Lost: 2
( 25) Video: fish3 Time: 32.6s Speed: 15.9fps Lost: 0
( 26) Video: flamingo1 Time: 99.6s Speed: 13.8fps Lost: 2
( 27) Video: frisbee Time: 21.2s Speed: 11.6fps Lost: 1
( 28) Video: girl Time: 103.8s Speed: 14.4fps Lost: 2
( 29) Video: glove Time: 8.0s Speed: 14.8fps Lost: 1
( 30) Video: godfather Time: 24.0s Speed: 15.2fps Lost: 1
( 31) Video: graduate Time: 56.5s Speed: 14.9fps Lost: 0
( 32) Video: gymnastics1 Time: 37.7s Speed: 15.0fps Lost: 1
( 33) Video: gymnastics2 Time: 17.6s Speed: 13.6fps Lost: 0
( 34) Video: gymnastics3 Time: 8.3s Speed: 14.1fps Lost: 2
( 35) Video: hand Time: 15.3s Speed: 17.4fps Lost: 1
( 36) Video: handball1 Time: 26.0s Speed: 14.5fps Lost: 0
( 37) Video: handball2 Time: 25.8s Speed: 15.6fps Lost: 3
( 38) Video: helicopter Time: 49.5s Speed: 14.3fps Lost: 1
( 39) Video: iceskater1 Time: 45.4s Speed: 14.6fps Lost: 0
( 40) Video: iceskater2 Time: 46.1s Speed: 15.3fps Lost: 1
( 41) Video: leaves Time: 4.5s Speed: 13.9fps Lost: 1
( 42) Video: matrix Time: 6.6s Speed: 15.1fps Lost: 1
( 43) Video: motocross1 Time: 11.0s Speed: 14.9fps Lost: 1
( 44) Video: motocross2 Time: 4.7s Speed: 12.7fps Lost: 0
( 45) Video: nature Time: 67.3s Speed: 14.8fps Lost: 2
( 46) Video: pedestrian1 Time: 9.1s Speed: 15.2fps Lost: 0
( 47) Video: rabbit Time: 9.9s Speed: 15.8fps Lost: 4
( 48) Video: racing Time: 10.5s Speed: 14.7fps Lost: 0
( 49) Video: road Time: 39.8s Speed: 14.0fps Lost: 0
( 50) Video: shaking Time: 23.0s Speed: 15.8fps Lost: 0
( 51) Video: sheep Time: 17.2s Speed: 14.6fps Lost: 0
( 52) Video: singer2 Time: 23.5s Speed: 15.5fps Lost: 0
( 53) Video: singer3 Time: 8.7s Speed: 14.9fps Lost: 1
( 54) Video: soccer1 Time: 24.2s Speed: 16.2fps Lost: 4
( 55) Video: soccer2 Time: 9.2s Speed: 13.9fps Lost: 1
( 56) Video: soldier Time: 9.7s Speed: 14.1fps Lost: 0
( 57) Video: tiger Time: 23.5s Speed: 15.5fps Lost: 0
( 58) Video: traffic Time: 13.6s Speed: 13.9fps Lost: 0
( 59) Video: wiper Time: 23.1s Speed: 14.7fps Lost: 2
( 60) Video: zebrafish1 Time: 36.7s Speed: 10.9fps Lost: 0
checkpoint_e5000 total lost: 61
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:04<00:00, 12.82it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.08s/it]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.03s/it]
------------------------------------------------------------------
| Tracker Name | Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------------
| checkpoint_e5000 | 0.591 | 0.286 | 61.0 | 0.362 |
------------------------------------------------------------------
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 36.01it/s, zebrafish1]
( 1) Video: ants1 Time: 23.6s Speed: 13.7fps Lost: 0
( 2) Video: ants3 Time: 41.2s Speed: 14.0fps Lost: 2
( 3) Video: bag Time: 13.5s Speed: 14.4fps Lost: 0
( 4) Video: ball1 Time: 7.7s Speed: 13.6fps Lost: 0
( 5) Video: ball2 Time: 3.0s Speed: 13.2fps Lost: 0
( 6) Video: basketball Time: 45.9s Speed: 15.8fps Lost: 1
( 7) Video: birds1 Time: 24.3s Speed: 13.9fps Lost: 1
( 8) Video: blanket Time: 13.1s Speed: 17.2fps Lost: 1
( 9) Video: bmx Time: 5.0s Speed: 15.1fps Lost: 0
( 10) Video: bolt1 Time: 21.8s Speed: 16.0fps Lost: 0
( 11) Video: bolt2 Time: 20.0s Speed: 14.6fps Lost: 0
( 12) Video: book Time: 10.2s Speed: 17.0fps Lost: 2
( 13) Video: butterfly Time: 9.6s Speed: 15.7fps Lost: 0
( 14) Video: car1 Time: 47.3s Speed: 15.7fps Lost: 0
( 15) Video: conduction1 Time: 23.4s Speed: 14.7fps Lost: 3
( 16) Video: crabs1 Time: 11.1s Speed: 14.3fps Lost: 3
( 17) Video: crossing Time: 9.8s Speed: 13.3fps Lost: 0
( 18) Video: dinosaur Time: 18.6s Speed: 17.5fps Lost: 2
( 19) Video: drone1 Time: 24.2s Speed: 14.6fps Lost: 6
( 20) Video: drone_across Time: 10.3s Speed: 14.2fps Lost: 0
( 21) Video: drone_flip Time: 7.6s Speed: 14.8fps Lost: 1
( 22) Video: fernando Time: 18.1s Speed: 16.1fps Lost: 1
( 23) Video: fish1 Time: 21.5s Speed: 17.0fps Lost: 4
( 24) Video: fish2 Time: 19.1s Speed: 16.2fps Lost: 2
( 25) Video: fish3 Time: 32.7s Speed: 15.8fps Lost: 0
( 26) Video: flamingo1 Time: 99.0s Speed: 13.9fps Lost: 2
( 27) Video: frisbee Time: 20.2s Speed: 12.2fps Lost: 1
( 28) Video: girl Time: 103.6s Speed: 14.5fps Lost: 2
( 29) Video: glove Time: 7.9s Speed: 15.0fps Lost: 1
( 30) Video: godfather Time: 23.8s Speed: 15.4fps Lost: 1
( 31) Video: graduate Time: 55.4s Speed: 15.2fps Lost: 0
( 32) Video: gymnastics1 Time: 37.1s Speed: 15.2fps Lost: 1
( 33) Video: gymnastics2 Time: 17.3s Speed: 13.8fps Lost: 0
( 34) Video: gymnastics3 Time: 8.2s Speed: 14.3fps Lost: 2
( 35) Video: hand Time: 14.9s Speed: 17.8fps Lost: 1
( 36) Video: handball1 Time: 25.2s Speed: 14.9fps Lost: 0
( 37) Video: handball2 Time: 25.5s Speed: 15.7fps Lost: 3
( 38) Video: helicopter Time: 49.5s Speed: 14.3fps Lost: 1
( 39) Video: iceskater1 Time: 45.4s Speed: 14.5fps Lost: 0
( 40) Video: iceskater2 Time: 45.5s Speed: 15.5fps Lost: 1
( 41) Video: leaves Time: 4.2s Speed: 14.9fps Lost: 1
( 42) Video: matrix Time: 6.5s Speed: 15.3fps Lost: 1
( 43) Video: motocross1 Time: 10.6s Speed: 15.4fps Lost: 1
( 44) Video: motocross2 Time: 4.7s Speed: 12.8fps Lost: 0
( 45) Video: nature Time: 66.2s Speed: 15.1fps Lost: 2
( 46) Video: pedestrian1 Time: 9.2s Speed: 15.1fps Lost: 0
( 47) Video: rabbit Time: 9.6s Speed: 16.4fps Lost: 4
( 48) Video: racing Time: 10.6s Speed: 14.6fps Lost: 0
( 49) Video: road Time: 38.8s Speed: 14.3fps Lost: 0
( 50) Video: shaking Time: 22.5s Speed: 16.2fps Lost: 0
( 51) Video: sheep Time: 17.2s Speed: 14.6fps Lost: 0
( 52) Video: singer2 Time: 23.4s Speed: 15.6fps Lost: 0
( 53) Video: singer3 Time: 8.6s Speed: 15.2fps Lost: 1
( 54) Video: soccer1 Time: 23.9s Speed: 16.4fps Lost: 4
( 55) Video: soccer2 Time: 9.1s Speed: 14.1fps Lost: 1
( 56) Video: soldier Time: 9.4s Speed: 14.6fps Lost: 0
( 57) Video: tiger Time: 23.4s Speed: 15.5fps Lost: 0
( 58) Video: traffic Time: 13.6s Speed: 14.0fps Lost: 0
( 59) Video: wiper Time: 22.6s Speed: 15.1fps Lost: 2
( 60) Video: zebrafish1 Time: 36.5s Speed: 10.9fps Lost: 0
checkpoint_e5000 total lost: 62
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:02<00:00, 23.27it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.08it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.21it/s]
------------------------------------------------------------------
| Tracker Name | Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------------
| checkpoint_e5000 | 0.591 | 0.290 | 62.0 | 0.358 |
------------------------------------------------------------------
Process finished with exit code 0
# 全图LK算法
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 32.71it/s, zebrafish1]
( 1) Video: ants1 Time: 35.0s Speed: 9.3fps Lost: 0
( 2) Video: ants3 Time: 60.5s Speed: 9.5fps Lost: 2
( 3) Video: bag Time: 16.3s Speed: 12.0fps Lost: 0
( 4) Video: ball1 Time: 10.7s Speed: 9.7fps Lost: 0
( 5) Video: ball2 Time: 4.2s Speed: 9.5fps Lost: 0
( 6) Video: basketball Time: 61.1s Speed: 11.9fps Lost: 1
( 7) Video: birds1 Time: 34.8s Speed: 9.7fps Lost: 0
( 8) Video: blanket Time: 18.2s Speed: 12.3fps Lost: 1
( 9) Video: bmx Time: 7.6s Speed: 9.9fps Lost: 0
( 10) Video: bolt1 Time: 29.9s Speed: 11.7fps Lost: 0
( 11) Video: bolt2 Time: 22.8s Speed: 12.8fps Lost: 2
( 12) Video: book Time: 14.7s Speed: 11.8fps Lost: 1
( 13) Video: butterfly Time: 13.1s Speed: 11.4fps Lost: 0
( 14) Video: car1 Time: 64.5s Speed: 11.5fps Lost: 0
( 15) Video: conduction1 Time: 34.5s Speed: 10.0fps Lost: 2
( 16) Video: crabs1 Time: 15.2s Speed: 10.4fps Lost: 3
( 17) Video: crossing Time: 13.0s Speed: 10.0fps Lost: 0
( 18) Video: dinosaur Time: 26.4s Speed: 12.3fps Lost: 1
( 19) Video: drone1 Time: 31.8s Speed: 11.1fps Lost: 9
( 20) Video: drone_across Time: 15.0s Speed: 9.7fps Lost: 0
( 21) Video: drone_flip Time: 10.0s Speed: 11.2fps Lost: 3
( 22) Video: fernando Time: 25.1s Speed: 11.6fps Lost: 1
( 23) Video: fish1 Time: 30.0s Speed: 12.2fps Lost: 1
( 24) Video: fish2 Time: 25.4s Speed: 12.2fps Lost: 2
( 25) Video: fish3 Time: 44.0s Speed: 11.8fps Lost: 0
( 26) Video: flamingo1 Time: 140.7s Speed: 9.8fps Lost: 2
( 27) Video: frisbee Time: 32.5s Speed: 7.6fps Lost: 1
( 28) Video: girl Time: 128.7s Speed: 11.6fps Lost: 4
( 29) Video: glove Time: 10.1s Speed: 11.7fps Lost: 1
( 30) Video: godfather Time: 29.2s Speed: 12.5fps Lost: 1
( 31) Video: graduate Time: 69.1s Speed: 12.2fps Lost: 0
( 32) Video: gymnastics1 Time: 45.4s Speed: 12.5fps Lost: 1
( 33) Video: gymnastics2 Time: 24.5s Speed: 9.8fps Lost: 1
( 34) Video: gymnastics3 Time: 11.9s Speed: 9.8fps Lost: 1
( 35) Video: hand Time: 20.6s Speed: 12.9fps Lost: 2
( 36) Video: handball1 Time: 30.7s Speed: 12.3fps Lost: 1
( 37) Video: handball2 Time: 35.8s Speed: 11.2fps Lost: 1
( 38) Video: helicopter Time: 63.7s Speed: 11.1fps Lost: 0
( 39) Video: iceskater1 Time: 54.4s Speed: 12.1fps Lost: 0
( 40) Video: iceskater2 Time: 59.4s Speed: 11.9fps Lost: 1
( 41) Video: leaves Time: 5.0s Speed: 12.4fps Lost: 3
( 42) Video: matrix Time: 8.8s Speed: 11.3fps Lost: 0
( 43) Video: motocross1 Time: 13.2s Speed: 12.4fps Lost: 1
( 44) Video: motocross2 Time: 6.4s Speed: 9.4fps Lost: 0
( 45) Video: nature Time: 91.8s Speed: 10.9fps Lost: 4
( 46) Video: pedestrian1 Time: 11.1s Speed: 12.5fps Lost: 0
( 47) Video: rabbit Time: 12.8s Speed: 12.2fps Lost: 2
( 48) Video: racing Time: 13.6s Speed: 11.4fps Lost: 0
( 49) Video: road Time: 55.2s Speed: 10.1fps Lost: 0
( 50) Video: shaking Time: 30.6s Speed: 11.9fps Lost: 0
( 51) Video: sheep Time: 20.7s Speed: 12.1fps Lost: 0
( 52) Video: singer2 Time: 31.1s Speed: 11.7fps Lost: 0
( 53) Video: singer3 Time: 11.7s Speed: 11.1fps Lost: 0
( 54) Video: soccer1 Time: 31.7s Speed: 12.3fps Lost: 5
( 55) Video: soccer2 Time: 12.3s Speed: 10.4fps Lost: 1
( 56) Video: soldier Time: 14.1s Speed: 9.7fps Lost: 1
( 57) Video: tiger Time: 31.8s Speed: 11.4fps Lost: 0
( 58) Video: traffic Time: 19.4s Speed: 9.8fps Lost: 0
( 59) Video: wiper Time: 28.9s Speed: 11.8fps Lost: 1
( 60) Video: zebrafish1 Time: 52.7s Speed: 7.6fps Lost: 3
model total lost: 67
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 38.49it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 2.01it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.56it/s]
------------------------------------------------------------
|Tracker Name| Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------
| model | 0.606 | 0.314 | 67.0 | 0.355 |
------------------------------------------------------------
Process finished with exit code 0
# 搜索区域LK算法
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 54.17it/s, zebrafish1]
( 1) Video: ants1 Time: 33.8s Speed: 9.6fps Lost: 1
( 2) Video: ants3 Time: 60.4s Speed: 9.6fps Lost: 1
( 3) Video: bag Time: 15.9s Speed: 12.3fps Lost: 0
( 4) Video: ball1 Time: 10.6s Speed: 9.8fps Lost: 0
( 5) Video: ball2 Time: 4.1s Speed: 9.8fps Lost: 0
( 6) Video: basketball Time: 60.5s Speed: 12.0fps Lost: 2
( 7) Video: birds1 Time: 34.9s Speed: 9.7fps Lost: 0
( 8) Video: blanket Time: 18.0s Speed: 12.4fps Lost: 1
( 9) Video: bmx Time: 7.5s Speed: 10.0fps Lost: 0
( 10) Video: bolt1 Time: 28.9s Speed: 12.1fps Lost: 1
( 11) Video: bolt2 Time: 23.4s Speed: 12.5fps Lost: 2
( 12) Video: book Time: 14.5s Speed: 12.0fps Lost: 1
( 13) Video: butterfly Time: 13.1s Speed: 11.4fps Lost: 0
( 14) Video: car1 Time: 64.2s Speed: 11.5fps Lost: 0
( 15) Video: conduction1 Time: 33.1s Speed: 10.4fps Lost: 4
( 16) Video: crabs1 Time: 14.7s Speed: 10.9fps Lost: 3
( 17) Video: crossing Time: 13.1s Speed: 9.9fps Lost: 0
( 18) Video: dinosaur Time: 26.2s Speed: 12.4fps Lost: 1
( 19) Video: drone1 Time: 33.8s Speed: 10.5fps Lost: 4
( 20) Video: drone_across Time: 14.8s Speed: 9.9fps Lost: 0
( 21) Video: drone_flip Time: 11.0s Speed: 10.2fps Lost: 1
( 22) Video: fernando Time: 25.0s Speed: 11.6fps Lost: 1
( 23) Video: fish1 Time: 29.5s Speed: 12.4fps Lost: 1
( 24) Video: fish2 Time: 25.2s Speed: 12.2fps Lost: 2
( 25) Video: fish3 Time: 43.7s Speed: 11.9fps Lost: 0
( 26) Video: flamingo1 Time: 138.8s Speed: 9.9fps Lost: 2
( 27) Video: frisbee Time: 32.3s Speed: 7.6fps Lost: 2
( 28) Video: girl Time: 129.0s Speed: 11.6fps Lost: 3
( 29) Video: glove Time: 9.3s Speed: 12.9fps Lost: 2
( 30) Video: godfather Time: 29.1s Speed: 12.6fps Lost: 1
( 31) Video: graduate Time: 69.2s Speed: 12.2fps Lost: 0
( 32) Video: gymnastics1 Time: 46.1s Speed: 12.3fps Lost: 0
( 33) Video: gymnastics2 Time: 24.1s Speed: 9.9fps Lost: 1
( 34) Video: gymnastics3 Time: 11.0s Speed: 10.6fps Lost: 2
( 35) Video: hand Time: 21.3s Speed: 12.5fps Lost: 1
( 36) Video: handball1 Time: 30.5s Speed: 12.3fps Lost: 1
( 37) Video: handball2 Time: 35.4s Speed: 11.3fps Lost: 1
( 38) Video: helicopter Time: 63.2s Speed: 11.2fps Lost: 1
( 39) Video: iceskater1 Time: 54.0s Speed: 12.2fps Lost: 0
( 40) Video: iceskater2 Time: 59.4s Speed: 11.9fps Lost: 1
( 41) Video: leaves Time: 4.9s Speed: 12.6fps Lost: 3
( 42) Video: matrix Time: 8.5s Speed: 11.7fps Lost: 0
( 43) Video: motocross1 Time: 13.4s Speed: 12.1fps Lost: 1
( 44) Video: motocross2 Time: 6.4s Speed: 9.4fps Lost: 0
( 45) Video: nature Time: 90.4s Speed: 11.0fps Lost: 2
( 46) Video: pedestrian1 Time: 12.2s Speed: 11.4fps Lost: 0
( 47) Video: rabbit Time: 13.1s Speed: 12.0fps Lost: 3
( 48) Video: racing Time: 14.3s Speed: 10.8fps Lost: 0
( 49) Video: road Time: 56.1s Speed: 9.9fps Lost: 3
( 50) Video: shaking Time: 32.5s Speed: 11.2fps Lost: 0
( 51) Video: sheep Time: 22.0s Speed: 11.4fps Lost: 0
( 52) Video: singer2 Time: 33.5s Speed: 10.9fps Lost: 0
( 53) Video: singer3 Time: 12.4s Speed: 10.5fps Lost: 0
( 54) Video: soccer1 Time: 33.8s Speed: 11.6fps Lost: 4
( 55) Video: soccer2 Time: 13.3s Speed: 9.6fps Lost: 0
( 56) Video: soldier Time: 14.5s Speed: 9.5fps Lost: 1
( 57) Video: tiger Time: 33.9s Speed: 10.7fps Lost: 0
( 58) Video: traffic Time: 20.2s Speed: 9.4fps Lost: 0
( 59) Video: wiper Time: 30.3s Speed: 11.2fps Lost: 2
( 60) Video: zebrafish1 Time: 55.0s Speed: 7.2fps Lost: 1
model total lost: 64
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/eval.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:02<00:00, 21.34it/s, zebrafish1]
eval ar: 100%|████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.98it/s]
eval eao: 100%|███████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.38it/s]
------------------------------------------------------------
|Tracker Name| Accuracy | Robustness | Lost Number | EAO |
------------------------------------------------------------
| model | 0.606 | 0.300 | 64.0 | 0.375 |
------------------------------------------------------------
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.7
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 35.19it/s, zebrafish1]
( 1) Video: ants1 Time: 26.8s Speed: 12.1fps Lost: 0
( 2) Video: ants3 Time: 47.2s Speed: 12.2fps Lost: 2
( 3) Video: bag Time: 15.7s Speed: 12.5fps Lost: 0
( 4) Video: ball1 Time: 8.1s Speed: 12.9fps Lost: 0
( 5) Video: ball2 Time: 3.4s Speed: 11.7fps Lost: 0
( 6) Video: basketball Time: 57.8s Speed: 12.5fps Lost: 1
( 7) Video: birds1 Time: 26.9s Speed: 12.6fps Lost: 1
( 8) Video: blanket Time: 22.0s Speed: 10.2fps Lost: 1
( 9) Video: bmx Time: 6.2s Speed: 12.1fps Lost: 0
( 10) Video: bolt1 Time: 27.4s Speed: 12.8fps Lost: 0
( 11) Video: bolt2 Time: 22.8s Speed: 12.8fps Lost: 2
( 12) Video: book Time: 18.9s Speed: 9.2fps Lost: 1
( 13) Video: butterfly Time: 17.8s Speed: 8.4fps Lost: 0
( 14) Video: car1 Time: 60.1s Speed: 12.3fps Lost: 0
( 15) Video: conduction1 Time: 27.1s Speed: 12.7fps Lost: 2
( 16) Video: crabs1 Time: 11.4s Speed: 13.9fps Lost: 3
( 17) Video: crossing Time: 10.5s Speed: 12.4fps Lost: 0
( 18) Video: dinosaur Time: 27.1s Speed: 12.0fps Lost: 2
( 19) Video: drone1 Time: 27.5s Speed: 12.9fps Lost: 2
( 20) Video: drone_across Time: 11.5s Speed: 12.7fps Lost: 0
( 21) Video: drone_flip Time: 8.1s Speed: 13.8fps Lost: 2
( 22) Video: fernando Time: 24.4s Speed: 11.9fps Lost: 1
( 23) Video: fish1 Time: 29.6s Speed: 12.3fps Lost: 1
( 24) Video: fish2 Time: 23.9s Speed: 12.9fps Lost: 3
( 25) Video: fish3 Time: 41.7s Speed: 12.4fps Lost: 0
( 26) Video: flamingo1 Time: 108.2s Speed: 12.7fps Lost: 2
( 27) Video: frisbee Time: 25.5s Speed: 9.7fps Lost: 2
( 28) Video: girl Time: 120.4s Speed: 12.4fps Lost: 3
( 29) Video: glove Time: 9.9s Speed: 12.0fps Lost: 1
( 30) Video: godfather Time: 29.3s Speed: 12.5fps Lost: 1
( 31) Video: graduate Time: 68.4s Speed: 12.3fps Lost: 0
( 32) Video: gymnastics1 Time: 45.9s Speed: 12.3fps Lost: 0
( 33) Video: gymnastics2 Time: 19.2s Speed: 12.5fps Lost: 0
( 34) Video: gymnastics3 Time: 12.5s Speed: 9.4fps Lost: 1
( 35) Video: hand Time: 24.3s Speed: 10.9fps Lost: 2
( 36) Video: handball1 Time: 29.6s Speed: 12.7fps Lost: 2
( 37) Video: handball2 Time: 30.9s Speed: 13.0fps Lost: 3
( 38) Video: helicopter Time: 57.3s Speed: 12.3fps Lost: 0
( 39) Video: iceskater1 Time: 54.6s Speed: 12.1fps Lost: 0
( 40) Video: iceskater2 Time: 58.7s Speed: 12.0fps Lost: 1
( 41) Video: leaves Time: 5.0s Speed: 12.5fps Lost: 1
( 42) Video: matrix Time: 8.1s Speed: 12.2fps Lost: 0
( 43) Video: motocross1 Time: 13.1s Speed: 12.5fps Lost: 1
( 44) Video: motocross2 Time: 4.9s Speed: 12.2fps Lost: 0
( 45) Video: nature Time: 80.7s Speed: 12.4fps Lost: 3
( 46) Video: pedestrian1 Time: 10.7s Speed: 13.0fps Lost: 0
( 47) Video: rabbit Time: 11.6s Speed: 13.5fps Lost: 4
( 48) Video: racing Time: 12.4s Speed: 12.5fps Lost: 0
( 49) Video: road Time: 43.7s Speed: 12.8fps Lost: 1
( 50) Video: shaking Time: 30.0s Speed: 12.1fps Lost: 0
( 51) Video: sheep Time: 19.8s Speed: 12.6fps Lost: 0
( 52) Video: singer2 Time: 29.4s Speed: 12.4fps Lost: 0
( 53) Video: singer3 Time: 11.6s Speed: 11.2fps Lost: 0
( 54) Video: soccer1 Time: 30.9s Speed: 12.7fps Lost: 5
( 55) Video: soccer2 Time: 9.9s Speed: 12.9fps Lost: 1
( 56) Video: soldier Time: 10.6s Speed: 13.0fps Lost: 1
( 57) Video: tiger Time: 29.3s Speed: 12.4fps Lost: 0
( 58) Video: traffic Time: 15.1s Speed: 12.6fps Lost: 0
( 59) Video: wiper Time: 26.7s Speed: 12.7fps Lost: 1
( 60) Video: zebrafish1 Time: 32.0s Speed: 12.4fps Lost: 0
model total lost: 60
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.6
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|█████████████████████████████████| 60/60 [00:00<00:00, 100.93it/s, zebrafish1]
( 1) Video: ants1 Time: 25.5s Speed: 12.7fps Lost: 0
( 2) Video: ants3 Time: 46.4s Speed: 12.5fps Lost: 1
( 3) Video: bag Time: 15.6s Speed: 12.5fps Lost: 0
( 4) Video: ball1 Time: 8.3s Speed: 12.5fps Lost: 0
( 5) Video: ball2 Time: 3.0s Speed: 13.5fps Lost: 0
( 6) Video: basketball Time: 57.9s Speed: 12.5fps Lost: 1
( 7) Video: birds1 Time: 27.0s Speed: 12.5fps Lost: 1
( 8) Video: blanket Time: 20.1s Speed: 11.1fps Lost: 1
( 9) Video: bmx Time: 5.8s Speed: 12.9fps Lost: 0
( 10) Video: bolt1 Time: 27.6s Speed: 12.7fps Lost: 0
( 11) Video: bolt2 Time: 22.7s Speed: 12.9fps Lost: 2
( 12) Video: book Time: 19.8s Speed: 8.8fps Lost: 1
( 13) Video: butterfly Time: 16.9s Speed: 8.9fps Lost: 0
( 14) Video: car1 Time: 59.8s Speed: 12.4fps Lost: 0
( 15) Video: conduction1 Time: 26.9s Speed: 12.8fps Lost: 2
( 16) Video: crabs1 Time: 11.4s Speed: 14.0fps Lost: 3
( 17) Video: crossing Time: 10.2s Speed: 12.7fps Lost: 0
( 18) Video: dinosaur Time: 26.2s Speed: 12.4fps Lost: 2
( 19) Video: drone1 Time: 27.3s Speed: 13.0fps Lost: 2
( 20) Video: drone_across Time: 11.5s Speed: 12.7fps Lost: 0
( 21) Video: drone_flip Time: 8.1s Speed: 13.9fps Lost: 2
( 22) Video: fernando Time: 24.5s Speed: 11.9fps Lost: 1
( 23) Video: fish1 Time: 29.2s Speed: 12.5fps Lost: 1
( 24) Video: fish2 Time: 24.0s Speed: 12.9fps Lost: 1
( 25) Video: fish3 Time: 41.5s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 107.2s Speed: 12.8fps Lost: 2
( 27) Video: frisbee Time: 22.0s Speed: 11.2fps Lost: 2
( 28) Video: girl Time: 130.4s Speed: 11.5fps Lost: 0
( 29) Video: glove Time: 10.4s Speed: 11.4fps Lost: 1
( 30) Video: godfather Time: 31.6s Speed: 11.6fps Lost: 1
( 31) Video: graduate Time: 73.2s Speed: 11.5fps Lost: 0
( 32) Video: gymnastics1 Time: 50.7s Speed: 11.2fps Lost: 0
( 33) Video: gymnastics2 Time: 20.4s Speed: 11.7fps Lost: 0
( 34) Video: gymnastics3 Time: 11.3s Speed: 10.4fps Lost: 2
( 35) Video: hand Time: 25.1s Speed: 10.6fps Lost: 2
( 36) Video: handball1 Time: 32.1s Speed: 11.7fps Lost: 2
( 37) Video: handball2 Time: 33.2s Speed: 12.1fps Lost: 3
( 38) Video: helicopter Time: 60.8s Speed: 11.6fps Lost: 1
( 39) Video: iceskater1 Time: 58.0s Speed: 11.4fps Lost: 0
( 40) Video: iceskater2 Time: 62.9s Speed: 11.2fps Lost: 1
( 41) Video: leaves Time: 4.8s Speed: 13.0fps Lost: 2
( 42) Video: matrix Time: 8.6s Speed: 11.4fps Lost: 0
( 43) Video: motocross1 Time: 14.0s Speed: 11.7fps Lost: 1
( 44) Video: motocross2 Time: 5.2s Speed: 11.6fps Lost: 0
( 45) Video: nature Time: 86.1s Speed: 11.6fps Lost: 2
( 46) Video: pedestrian1 Time: 12.1s Speed: 11.5fps Lost: 0
( 47) Video: rabbit Time: 12.7s Speed: 12.4fps Lost: 3
( 48) Video: racing Time: 13.5s Speed: 11.5fps Lost: 0
( 49) Video: road Time: 46.8s Speed: 11.9fps Lost: 1
( 50) Video: shaking Time: 31.9s Speed: 11.4fps Lost: 0
( 51) Video: sheep Time: 21.9s Speed: 11.4fps Lost: 0
( 52) Video: singer2 Time: 31.8s Speed: 11.5fps Lost: 0
( 53) Video: singer3 Time: 12.2s Speed: 10.7fps Lost: 0
( 54) Video: soccer1 Time: 33.7s Speed: 11.6fps Lost: 3
( 55) Video: soccer2 Time: 10.5s Speed: 12.2fps Lost: 1
( 56) Video: soldier Time: 11.2s Speed: 12.2fps Lost: 1
( 57) Video: tiger Time: 31.6s Speed: 11.5fps Lost: 0
( 58) Video: traffic Time: 16.1s Speed: 11.8fps Lost: 0
( 59) Video: wiper Time: 29.2s Speed: 11.6fps Lost: 1
( 60) Video: zebrafish1 Time: 34.3s Speed: 11.6fps Lost: 0
model total lost: 53
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.5
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 40.65it/s, zebrafish1]
( 1) Video: ants1 Time: 25.4s Speed: 12.7fps Lost: 0
( 2) Video: ants3 Time: 46.2s Speed: 12.5fps Lost: 1
( 3) Video: bag Time: 15.6s Speed: 12.5fps Lost: 0
( 4) Video: ball1 Time: 8.0s Speed: 13.1fps Lost: 0
( 5) Video: ball2 Time: 3.3s Speed: 12.1fps Lost: 0
( 6) Video: basketball Time: 57.6s Speed: 12.6fps Lost: 1
( 7) Video: birds1 Time: 26.8s Speed: 12.6fps Lost: 1
( 8) Video: blanket Time: 17.8s Speed: 12.6fps Lost: 1
( 9) Video: bmx Time: 6.1s Speed: 12.2fps Lost: 0
( 10) Video: bolt1 Time: 27.7s Speed: 12.6fps Lost: 0
( 11) Video: bolt2 Time: 22.6s Speed: 12.9fps Lost: 1
( 12) Video: book Time: 19.3s Speed: 9.0fps Lost: 1
( 13) Video: butterfly Time: 16.2s Speed: 9.3fps Lost: 0
( 14) Video: car1 Time: 59.7s Speed: 12.4fps Lost: 0
( 15) Video: conduction1 Time: 26.9s Speed: 12.8fps Lost: 0
( 16) Video: crabs1 Time: 11.4s Speed: 14.0fps Lost: 3
( 17) Video: crossing Time: 10.6s Speed: 12.2fps Lost: 0
( 18) Video: dinosaur Time: 25.6s Speed: 12.7fps Lost: 2
( 19) Video: drone1 Time: 26.7s Speed: 13.3fps Lost: 3
( 20) Video: drone_across Time: 11.7s Speed: 12.5fps Lost: 0
( 21) Video: drone_flip Time: 7.8s Speed: 14.3fps Lost: 2
( 22) Video: fernando Time: 24.1s Speed: 12.1fps Lost: 1
( 23) Video: fish1 Time: 29.1s Speed: 12.5fps Lost: 1
( 24) Video: fish2 Time: 24.1s Speed: 12.8fps Lost: 1
( 25) Video: fish3 Time: 41.5s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 107.7s Speed: 12.8fps Lost: 2
( 27) Video: frisbee Time: 20.5s Speed: 12.1fps Lost: 2
( 28) Video: girl Time: 120.6s Speed: 12.4fps Lost: 0
( 29) Video: glove Time: 9.7s Speed: 12.3fps Lost: 1
( 30) Video: godfather Time: 29.1s Speed: 12.5fps Lost: 1
( 31) Video: graduate Time: 67.5s Speed: 12.5fps Lost: 0
( 32) Video: gymnastics1 Time: 45.6s Speed: 12.4fps Lost: 0
( 33) Video: gymnastics2 Time: 19.1s Speed: 12.5fps Lost: 0
( 34) Video: gymnastics3 Time: 10.5s Speed: 11.1fps Lost: 1
( 35) Video: hand Time: 22.3s Speed: 11.9fps Lost: 2
( 36) Video: handball1 Time: 29.0s Speed: 13.0fps Lost: 2
( 37) Video: handball2 Time: 30.7s Speed: 13.0fps Lost: 3
( 38) Video: helicopter Time: 56.6s Speed: 12.5fps Lost: 1
( 39) Video: iceskater1 Time: 53.1s Speed: 12.4fps Lost: 0
( 40) Video: iceskater2 Time: 57.4s Speed: 12.3fps Lost: 1
( 41) Video: leaves Time: 4.6s Speed: 13.4fps Lost: 2
( 42) Video: matrix Time: 8.1s Speed: 12.2fps Lost: 0
( 43) Video: motocross1 Time: 12.9s Speed: 12.7fps Lost: 1
( 44) Video: motocross2 Time: 4.8s Speed: 12.6fps Lost: 0
( 45) Video: nature Time: 79.5s Speed: 12.6fps Lost: 3
( 46) Video: pedestrian1 Time: 10.8s Speed: 12.8fps Lost: 0
( 47) Video: rabbit Time: 11.6s Speed: 13.5fps Lost: 3
( 48) Video: racing Time: 13.2s Speed: 11.8fps Lost: 0
( 49) Video: road Time: 44.0s Speed: 12.7fps Lost: 1
( 50) Video: shaking Time: 29.4s Speed: 12.4fps Lost: 0
( 51) Video: sheep Time: 20.4s Speed: 12.2fps Lost: 0
( 52) Video: singer2 Time: 29.3s Speed: 12.4fps Lost: 0
( 53) Video: singer3 Time: 11.2s Speed: 11.7fps Lost: 0
( 54) Video: soccer1 Time: 30.8s Speed: 12.7fps Lost: 3
( 55) Video: soccer2 Time: 9.9s Speed: 13.0fps Lost: 1
( 56) Video: soldier Time: 10.6s Speed: 13.0fps Lost: 1
( 57) Video: tiger Time: 29.5s Speed: 12.4fps Lost: 0
( 58) Video: traffic Time: 15.2s Speed: 12.5fps Lost: 0
( 59) Video: wiper Time: 26.4s Speed: 12.9fps Lost: 1
( 60) Video: zebrafish1 Time: 32.0s Speed: 12.5fps Lost: 0
model total lost: 51
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.4
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:00<00:00, 97.99it/s, zebrafish1]
( 1) Video: ants1 Time: 25.3s Speed: 12.8fps Lost: 0
( 2) Video: ants3 Time: 45.3s Speed: 12.8fps Lost: 1
( 3) Video: bag Time: 15.9s Speed: 12.3fps Lost: 0
( 4) Video: ball1 Time: 8.3s Speed: 12.5fps Lost: 0
( 5) Video: ball2 Time: 2.9s Speed: 13.9fps Lost: 0
( 6) Video: basketball Time: 57.8s Speed: 12.5fps Lost: 1
( 7) Video: birds1 Time: 26.9s Speed: 12.6fps Lost: 1
( 8) Video: blanket Time: 17.6s Speed: 12.7fps Lost: 1
( 9) Video: bmx Time: 5.9s Speed: 12.7fps Lost: 0
( 10) Video: bolt1 Time: 27.6s Speed: 12.6fps Lost: 0
( 11) Video: bolt2 Time: 23.2s Speed: 12.6fps Lost: 1
( 12) Video: book Time: 18.1s Speed: 9.6fps Lost: 1
( 13) Video: butterfly Time: 16.2s Speed: 9.2fps Lost: 0
( 14) Video: car1 Time: 59.7s Speed: 12.4fps Lost: 0
( 15) Video: conduction1 Time: 26.6s Speed: 12.9fps Lost: 0
( 16) Video: crabs1 Time: 11.4s Speed: 13.9fps Lost: 3
( 17) Video: crossing Time: 10.3s Speed: 12.6fps Lost: 0
( 18) Video: dinosaur Time: 25.8s Speed: 12.6fps Lost: 2
( 19) Video: drone1 Time: 27.1s Speed: 13.1fps Lost: 3
( 20) Video: drone_across Time: 11.4s Speed: 12.8fps Lost: 0
( 21) Video: drone_flip Time: 8.2s Speed: 13.6fps Lost: 2
( 22) Video: fernando Time: 23.8s Speed: 12.2fps Lost: 1
( 23) Video: fish1 Time: 29.4s Speed: 12.4fps Lost: 1
( 24) Video: fish2 Time: 24.5s Speed: 12.6fps Lost: 1
( 25) Video: fish3 Time: 41.4s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 107.5s Speed: 12.8fps Lost: 2
( 27) Video: frisbee Time: 20.8s Speed: 11.9fps Lost: 3
( 28) Video: girl Time: 120.8s Speed: 12.4fps Lost: 2
( 29) Video: glove Time: 9.3s Speed: 12.8fps Lost: 1
( 30) Video: godfather Time: 29.0s Speed: 12.6fps Lost: 1
( 31) Video: graduate Time: 67.6s Speed: 12.5fps Lost: 0
( 32) Video: gymnastics1 Time: 45.5s Speed: 12.4fps Lost: 0
( 33) Video: gymnastics2 Time: 19.1s Speed: 12.5fps Lost: 0
( 34) Video: gymnastics3 Time: 9.2s Speed: 12.8fps Lost: 2
( 35) Video: hand Time: 22.3s Speed: 11.9fps Lost: 1
( 36) Video: handball1 Time: 29.5s Speed: 12.8fps Lost: 2
( 37) Video: handball2 Time: 30.6s Speed: 13.1fps Lost: 3
( 38) Video: helicopter Time: 56.5s Speed: 12.5fps Lost: 1
( 39) Video: iceskater1 Time: 53.5s Speed: 12.3fps Lost: 0
( 40) Video: iceskater2 Time: 56.5s Speed: 12.5fps Lost: 1
( 41) Video: leaves Time: 4.7s Speed: 13.1fps Lost: 2
( 42) Video: matrix Time: 7.8s Speed: 12.7fps Lost: 0
( 43) Video: motocross1 Time: 13.0s Speed: 12.5fps Lost: 1
( 44) Video: motocross2 Time: 4.9s Speed: 12.2fps Lost: 0
( 45) Video: nature Time: 79.5s Speed: 12.6fps Lost: 3
( 46) Video: pedestrian1 Time: 10.7s Speed: 12.9fps Lost: 0
( 47) Video: rabbit Time: 11.7s Speed: 13.4fps Lost: 3
( 48) Video: racing Time: 12.6s Speed: 12.3fps Lost: 0
( 49) Video: road Time: 43.5s Speed: 12.8fps Lost: 1
( 50) Video: shaking Time: 29.5s Speed: 12.3fps Lost: 0
( 51) Video: sheep Time: 19.9s Speed: 12.5fps Lost: 0
( 52) Video: singer2 Time: 29.4s Speed: 12.4fps Lost: 0
( 53) Video: singer3 Time: 10.3s Speed: 12.7fps Lost: 0
( 54) Video: soccer1 Time: 30.7s Speed: 12.7fps Lost: 3
( 55) Video: soccer2 Time: 9.9s Speed: 12.9fps Lost: 1
( 56) Video: soldier Time: 10.5s Speed: 13.0fps Lost: 1
( 57) Video: tiger Time: 29.0s Speed: 12.5fps Lost: 0
( 58) Video: traffic Time: 15.0s Speed: 12.6fps Lost: 0
( 59) Video: wiper Time: 26.6s Speed: 12.8fps Lost: 1
( 60) Video: zebrafish1 Time: 31.8s Speed: 12.5fps Lost: 0
model total lost: 54
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.3
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:00<00:00, 95.63it/s, zebrafish1]
( 1) Video: ants1 Time: 25.5s Speed: 12.7fps Lost: 0
( 2) Video: ants3 Time: 45.4s Speed: 12.7fps Lost: 2
( 3) Video: bag Time: 15.9s Speed: 12.3fps Lost: 0
( 4) Video: ball1 Time: 8.1s Speed: 12.8fps Lost: 0
( 5) Video: ball2 Time: 3.1s Speed: 12.7fps Lost: 0
( 6) Video: basketball Time: 57.4s Speed: 12.6fps Lost: 1
( 7) Video: birds1 Time: 26.9s Speed: 12.5fps Lost: 1
( 8) Video: blanket Time: 17.2s Speed: 13.0fps Lost: 1
( 9) Video: bmx Time: 6.1s Speed: 12.3fps Lost: 0
( 10) Video: bolt1 Time: 27.5s Speed: 12.7fps Lost: 0
( 11) Video: bolt2 Time: 23.0s Speed: 12.7fps Lost: 1
( 12) Video: book Time: 17.9s Speed: 9.7fps Lost: 1
( 13) Video: butterfly Time: 15.6s Speed: 9.6fps Lost: 0
( 14) Video: car1 Time: 59.0s Speed: 12.6fps Lost: 0
( 15) Video: conduction1 Time: 26.8s Speed: 12.8fps Lost: 0
( 16) Video: crabs1 Time: 11.6s Speed: 13.7fps Lost: 3
( 17) Video: crossing Time: 10.6s Speed: 12.3fps Lost: 0
( 18) Video: dinosaur Time: 25.7s Speed: 12.7fps Lost: 2
( 19) Video: drone1 Time: 26.9s Speed: 13.1fps Lost: 3
( 20) Video: drone_across Time: 11.5s Speed: 12.7fps Lost: 0
( 21) Video: drone_flip Time: 8.1s Speed: 13.8fps Lost: 2
( 22) Video: fernando Time: 22.8s Speed: 12.8fps Lost: 2
( 23) Video: fish1 Time: 29.0s Speed: 12.6fps Lost: 1
( 24) Video: fish2 Time: 24.4s Speed: 12.7fps Lost: 1
( 25) Video: fish3 Time: 41.6s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 107.5s Speed: 12.8fps Lost: 2
( 27) Video: frisbee Time: 19.8s Speed: 12.4fps Lost: 2
( 28) Video: girl Time: 120.9s Speed: 12.4fps Lost: 2
( 29) Video: glove Time: 9.3s Speed: 12.8fps Lost: 1
( 30) Video: godfather Time: 29.1s Speed: 12.5fps Lost: 1
( 31) Video: graduate Time: 67.8s Speed: 12.4fps Lost: 0
( 32) Video: gymnastics1 Time: 47.3s Speed: 12.0fps Lost: 0
( 33) Video: gymnastics2 Time: 18.8s Speed: 12.7fps Lost: 0
( 34) Video: gymnastics3 Time: 8.7s Speed: 13.5fps Lost: 1
( 35) Video: hand Time: 20.9s Speed: 12.7fps Lost: 2
( 36) Video: handball1 Time: 29.8s Speed: 12.6fps Lost: 2
( 37) Video: handball2 Time: 31.0s Speed: 12.9fps Lost: 3
( 38) Video: helicopter Time: 56.3s Speed: 12.6fps Lost: 1
( 39) Video: iceskater1 Time: 53.7s Speed: 12.3fps Lost: 0
( 40) Video: iceskater2 Time: 56.9s Speed: 12.4fps Lost: 1
( 41) Video: leaves Time: 4.4s Speed: 14.3fps Lost: 2
( 42) Video: matrix Time: 8.0s Speed: 12.4fps Lost: 0
( 43) Video: motocross1 Time: 12.6s Speed: 12.9fps Lost: 1
( 44) Video: motocross2 Time: 5.1s Speed: 11.8fps Lost: 0
( 45) Video: nature Time: 80.3s Speed: 12.4fps Lost: 3
( 46) Video: pedestrian1 Time: 11.3s Speed: 12.4fps Lost: 0
( 47) Video: rabbit Time: 11.4s Speed: 13.8fps Lost: 3
( 48) Video: racing Time: 12.7s Speed: 12.2fps Lost: 0
( 49) Video: road Time: 44.0s Speed: 12.7fps Lost: 1
( 50) Video: shaking Time: 29.5s Speed: 12.3fps Lost: 0
( 51) Video: sheep Time: 20.2s Speed: 12.4fps Lost: 0
( 52) Video: singer2 Time: 29.8s Speed: 12.2fps Lost: 0
( 53) Video: singer3 Time: 10.5s Speed: 12.4fps Lost: 0
( 54) Video: soccer1 Time: 31.3s Speed: 12.5fps Lost: 3
( 55) Video: soccer2 Time: 10.0s Speed: 12.8fps Lost: 1
( 56) Video: soldier Time: 10.5s Speed: 13.1fps Lost: 1
( 57) Video: tiger Time: 28.9s Speed: 12.6fps Lost: 0
( 58) Video: traffic Time: 15.3s Speed: 12.4fps Lost: 0
( 59) Video: wiper Time: 27.2s Speed: 12.5fps Lost: 1
( 60) Video: zebrafish1 Time: 32.6s Speed: 12.2fps Lost: 0
model total lost: 55
Process finished with exit code 0
判断是否使用光流法更新搜索区域重新匹配 threshold = 0.8
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:01<00:00, 40.76it/s, zebrafish1]
( 1) Video: ants1 Time: 28.8s Speed: 11.2fps Lost: 1
( 2) Video: ants3 Time: 50.1s Speed: 11.5fps Lost: 2
( 3) Video: bag Time: 15.6s Speed: 12.5fps Lost: 0
( 4) Video: ball1 Time: 8.4s Speed: 12.4fps Lost: 0
( 5) Video: ball2 Time: 3.2s Speed: 12.6fps Lost: 0
( 6) Video: basketball Time: 57.4s Speed: 12.6fps Lost: 1
( 7) Video: birds1 Time: 26.7s Speed: 12.7fps Lost: 1
( 8) Video: blanket Time: 24.6s Speed: 9.1fps Lost: 1
( 9) Video: bmx Time: 7.5s Speed: 10.0fps Lost: 0
( 10) Video: bolt1 Time: 27.4s Speed: 12.7fps Lost: 0
( 11) Video: bolt2 Time: 21.9s Speed: 13.3fps Lost: 2
( 12) Video: book Time: 21.2s Speed: 8.2fps Lost: 1
( 13) Video: butterfly Time: 18.9s Speed: 7.9fps Lost: 0
( 14) Video: car1 Time: 60.2s Speed: 12.3fps Lost: 0
( 15) Video: conduction1 Time: 28.5s Speed: 12.1fps Lost: 2
( 16) Video: crabs1 Time: 11.5s Speed: 13.8fps Lost: 3
( 17) Video: crossing Time: 10.4s Speed: 12.5fps Lost: 0
( 18) Video: dinosaur Time: 28.4s Speed: 11.5fps Lost: 1
( 19) Video: drone1 Time: 27.0s Speed: 13.1fps Lost: 3
( 20) Video: drone_across Time: 12.1s Speed: 12.0fps Lost: 0
( 21) Video: drone_flip Time: 8.4s Speed: 13.3fps Lost: 2
( 22) Video: fernando Time: 24.2s Speed: 12.0fps Lost: 1
( 23) Video: fish1 Time: 29.7s Speed: 12.3fps Lost: 1
( 24) Video: fish2 Time: 23.7s Speed: 13.0fps Lost: 3
( 25) Video: fish3 Time: 41.4s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 107.8s Speed: 12.8fps Lost: 2
( 27) Video: frisbee Time: 24.7s Speed: 10.0fps Lost: 1
( 28) Video: girl Time: 120.3s Speed: 12.5fps Lost: 3
( 29) Video: glove Time: 9.7s Speed: 12.2fps Lost: 1
( 30) Video: godfather Time: 30.4s Speed: 12.0fps Lost: 1
( 31) Video: graduate Time: 68.7s Speed: 12.3fps Lost: 0
( 32) Video: gymnastics1 Time: 46.9s Speed: 12.1fps Lost: 0
( 33) Video: gymnastics2 Time: 19.8s Speed: 12.1fps Lost: 0
( 34) Video: gymnastics3 Time: 13.7s Speed: 8.5fps Lost: 1
( 35) Video: hand Time: 27.1s Speed: 9.8fps Lost: 1
( 36) Video: handball1 Time: 30.7s Speed: 12.3fps Lost: 0
( 37) Video: handball2 Time: 31.1s Speed: 12.9fps Lost: 2
( 38) Video: helicopter Time: 56.5s Speed: 12.5fps Lost: 1
( 39) Video: iceskater1 Time: 53.2s Speed: 12.4fps Lost: 0
( 40) Video: iceskater2 Time: 60.1s Speed: 11.8fps Lost: 1
( 41) Video: leaves Time: 4.5s Speed: 13.8fps Lost: 2
( 42) Video: matrix Time: 8.5s Speed: 11.7fps Lost: 0
( 43) Video: motocross1 Time: 13.5s Speed: 12.1fps Lost: 1
( 44) Video: motocross2 Time: 4.8s Speed: 12.5fps Lost: 0
( 45) Video: nature Time: 80.9s Speed: 12.3fps Lost: 3
( 46) Video: pedestrian1 Time: 10.8s Speed: 12.8fps Lost: 0
( 47) Video: rabbit Time: 13.2s Speed: 11.9fps Lost: 3
( 48) Video: racing Time: 12.3s Speed: 12.6fps Lost: 0
( 49) Video: road Time: 43.2s Speed: 12.9fps Lost: 2
( 50) Video: shaking Time: 30.2s Speed: 12.1fps Lost: 0
( 51) Video: sheep Time: 19.9s Speed: 12.6fps Lost: 0
( 52) Video: singer2 Time: 29.6s Speed: 12.3fps Lost: 0
( 53) Video: singer3 Time: 11.4s Speed: 11.4fps Lost: 0
( 54) Video: soccer1 Time: 32.3s Speed: 12.1fps Lost: 4
( 55) Video: soccer2 Time: 10.3s Speed: 12.4fps Lost: 1
( 56) Video: soldier Time: 12.2s Speed: 11.2fps Lost: 1
( 57) Video: tiger Time: 29.9s Speed: 12.2fps Lost: 0
( 58) Video: traffic Time: 14.8s Speed: 12.8fps Lost: 0
( 59) Video: wiper Time: 26.8s Speed: 12.7fps Lost: 1
( 60) Video: zebrafish1 Time: 32.3s Speed: 12.3fps Lost: 0
model total lost: 57
Process finished with exit code 0
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:00<00:00, 87.92it/s, zebrafish1]
( 1) Video: ants1 Time: 29.4s Speed: 11.0fps Lost: 1
( 2) Video: ants3 Time: 52.4s Speed: 11.0fps Lost: 1
( 3) Video: bag Time: 15.8s Speed: 12.3fps Lost: 0
( 4) Video: ball1 Time: 8.0s Speed: 13.0fps Lost: 0
( 5) Video: ball2 Time: 3.7s Speed: 10.9fps Lost: 0
( 6) Video: basketball Time: 57.3s Speed: 12.6fps Lost: 1
( 7) Video: birds1 Time: 26.6s Speed: 12.7fps Lost: 1
( 8) Video: blanket Time: 25.0s Speed: 9.0fps Lost: 1
( 9) Video: bmx Time: 7.5s Speed: 10.0fps Lost: 0
( 10) Video: bolt1 Time: 27.5s Speed: 12.7fps Lost: 0
( 11) Video: bolt2 Time: 23.2s Speed: 12.6fps Lost: 2
( 12) Video: book Time: 22.8s Speed: 7.6fps Lost: 1
( 13) Video: butterfly Time: 18.5s Speed: 8.1fps Lost: 0
( 14) Video: car1 Time: 60.5s Speed: 12.2fps Lost: 0
( 15) Video: conduction1 Time: 28.1s Speed: 12.2fps Lost: 2
( 16) Video: crabs1 Time: 11.8s Speed: 13.4fps Lost: 3
( 17) Video: crossing Time: 10.4s Speed: 12.6fps Lost: 0
( 18) Video: dinosaur Time: 30.0s Speed: 10.8fps Lost: 1
( 19) Video: drone1 Time: 27.0s Speed: 13.1fps Lost: 3
( 20) Video: drone_across Time: 12.2s Speed: 11.9fps Lost: 0
( 21) Video: drone_flip Time: 8.6s Speed: 13.0fps Lost: 2
( 22) Video: fernando Time: 24.2s Speed: 12.0fps Lost: 1
( 23) Video: fish1 Time: 29.4s Speed: 12.4fps Lost: 2
( 24) Video: fish2 Time: 24.0s Speed: 12.9fps Lost: 3
( 25) Video: fish3 Time: 41.6s Speed: 12.5fps Lost: 0
( 26) Video: flamingo1 Time: 108.6s Speed: 12.7fps Lost: 2
( 27) Video: frisbee Time: 26.1s Speed: 9.5fps Lost: 2
( 28) Video: girl Time: 127.7s Speed: 11.7fps Lost: 2
( 29) Video: glove Time: 10.2s Speed: 11.6fps Lost: 1
( 30) Video: godfather Time: 30.8s Speed: 11.9fps Lost: 1
( 31) Video: graduate Time: 69.9s Speed: 12.1fps Lost: 0
( 32) Video: gymnastics1 Time: 47.7s Speed: 11.9fps Lost: 0
( 33) Video: gymnastics2 Time: 20.6s Speed: 11.6fps Lost: 0
( 34) Video: gymnastics3 Time: 12.8s Speed: 9.2fps Lost: 2
( 35) Video: hand Time: 26.6s Speed: 10.0fps Lost: 2
( 36) Video: handball1 Time: 31.0s Speed: 12.1fps Lost: 0
( 37) Video: handball2 Time: 31.3s Speed: 12.8fps Lost: 3
( 38) Video: helicopter Time: 57.6s Speed: 12.3fps Lost: 1
( 39) Video: iceskater1 Time: 54.2s Speed: 12.2fps Lost: 0
( 40) Video: iceskater2 Time: 61.4s Speed: 11.5fps Lost: 1
( 41) Video: leaves Time: 4.5s Speed: 13.6fps Lost: 2
( 42) Video: matrix Time: 8.4s Speed: 11.8fps Lost: 0
( 43) Video: motocross1 Time: 13.5s Speed: 12.1fps Lost: 1
( 44) Video: motocross2 Time: 4.9s Speed: 12.2fps Lost: 0
( 45) Video: nature Time: 81.1s Speed: 12.3fps Lost: 3
( 46) Video: pedestrian1 Time: 11.4s Speed: 12.2fps Lost: 0
( 47) Video: rabbit Time: 13.2s Speed: 11.9fps Lost: 3
( 48) Video: racing Time: 12.6s Speed: 12.3fps Lost: 0
( 49) Video: road Time: 43.7s Speed: 12.7fps Lost: 2
( 50) Video: shaking Time: 30.9s Speed: 11.8fps Lost: 0
( 51) Video: sheep Time: 19.7s Speed: 12.7fps Lost: 0
( 52) Video: singer2 Time: 29.3s Speed: 12.4fps Lost: 0
( 53) Video: singer3 Time: 12.2s Speed: 10.7fps Lost: 0
( 54) Video: soccer1 Time: 32.3s Speed: 12.1fps Lost: 5
( 55) Video: soccer2 Time: 9.7s Speed: 13.1fps Lost: 1
( 56) Video: soldier Time: 13.5s Speed: 10.2fps Lost: 0
( 57) Video: tiger Time: 29.9s Speed: 12.2fps Lost: 0
( 58) Video: traffic Time: 14.9s Speed: 12.7fps Lost: 0
( 59) Video: wiper Time: 27.1s Speed: 12.5fps Lost: 1
( 60) Video: zebrafish1 Time: 32.5s Speed: 12.3fps Lost: 0
model total lost: 60
Process finished with exit code 0
Medianflow
/home/ubuntu/anaconda3/envs/pytorch/bin/python /home/ubuntu/Desktop/Object_Track/SiamTrackers/tools/test.py
loading VOT2018: 100%|██████████████████████████████████| 60/60 [00:00<00:00, 91.39it/s, zebrafish1]
( 1) Video: ants1 Time: 17.5s Speed: 18.5fps Lost: 0
( 2) Video: ants3 Time: 30.8s Speed: 18.8fps Lost: 2
( 3) Video: bag Time: 9.8s Speed: 19.8fps Lost: 0
( 4) Video: ball1 Time: 5.5s Speed: 18.8fps Lost: 0
( 5) Video: ball2 Time: 2.1s Speed: 19.4fps Lost: 0
( 6) Video: basketball Time: 34.7s Speed: 20.9fps Lost: 1
( 7) Video: birds1 Time: 17.4s Speed: 19.4fps Lost: 0
( 8) Video: blanket Time: 10.5s Speed: 21.4fps Lost: 1
( 9) Video: bmx Time: 3.9s Speed: 19.2fps Lost: 0
( 10) Video: bolt1 Time: 16.6s Speed: 21.0fps Lost: 1
( 11) Video: bolt2 Time: 13.5s Speed: 21.6fps Lost: 2
( 12) Video: book Time: 8.3s Speed: 21.1fps Lost: 1
( 13) Video: butterfly Time: 7.4s Speed: 20.4fps Lost: 0
( 14) Video: car1 Time: 36.3s Speed: 20.4fps Lost: 0
( 15) Video: conduction1 Time: 17.0s Speed: 20.2fps Lost: 3
( 16) Video: crabs1 Time: 8.0s Speed: 19.9fps Lost: 1
( 17) Video: crossing Time: 6.7s Speed: 19.4fps Lost: 0
( 18) Video: dinosaur Time: 15.4s Speed: 21.2fps Lost: 1
( 19) Video: drone1 Time: 17.5s Speed: 20.2fps Lost: 3
( 20) Video: drone_across Time: 7.5s Speed: 19.4fps Lost: 0