Visualizing the prediction results

[SoonFa]

How to visualize results like Figure 9 in the paper?

[Caltech-Z]

I would like to ask, I have a dataset of my own, how should I proceed to divide it step by step into a dataset suitable for small sample target detection? Thank you very much, is there an introductory document on this?

[SoonFa]

I would like to ask, I have a dataset of my own, how should I proceed to divide it step by step into a dataset suitable for small sample target detection? Thank you very much, is there an introductory document on this?

https://github.com/open-mmlab/mmfewshot/blob/main/tools/data/README.md

[csuhan]

@SoonFa Just set some configs in test.py

VFA/test.py

Lines 30 to 37 in e35411e

	parser.add_argument('--show', action='store_true', help='show results')
	parser.add_argument(
	'--show-dir', help='directory where painted images will be saved')
	parser.add_argument(
	'--show-score-thr',
	type=float,
	default=0.3,
	help='score threshold (default: 0.3)')

[SoonFa]

@SoonFa Just set some configs in test.py

VFA/test.py

Lines 30 to 37 in e35411e

	parser.add_argument('--show', action='store_true', help='show results')
	parser.add_argument(
	'--show-dir', help='directory where painted images will be saved')
	parser.add_argument(
	'--show-score-thr',
	type=float,
	default=0.3,
	help='score threshold (default: 0.3)')

when I run

python test.py configs/vfa/voc/vfa_split1/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning.py work_dirs/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning/iter_400.pth --eval mAP --show --show-dir ./imgs

some error come out

warnings.warn(
[ ] 1/4952, 2.7 task/s, elapsed: 0s, ETA: 1855sTraceback (most recent call last):
File "test.py", line 236, in
main()
File "test.py", line 197, in main
outputs = single_gpu_test(model, data_loader, args.show, args.show_dir,
File "/home/zutcv/miniconda3/envs/VFA/lib/python3.8/site-packages/mmfewshot/detection/apis/test.py", line 72, in single_gpu_test
result[i],
IndexError: list index out of range

[Caltech-Z]

I would like to ask, I have a dataset of my own, how should I proceed to divide it step by step into a dataset suitable for small sample target detection? Thank you very much, is there an introductory document on this?

https://github.com/open-mmlab/mmfewshot/blob/main/tools/data/README.md

have seen this file. But what should be the contents of the individual files in the corresponding folder for a complete undisclosed dataset that I need to process into a small sample target detection dataset?

[ChenZhiMing66]

@SoonFa Just set some configs in test.py

VFA/test.py

Lines 30 to 37 in e35411e

	parser.add_argument('--show', action='store_true', help='show results')
	parser.add_argument(
	'--show-dir', help='directory where painted images will be saved')
	parser.add_argument(
	'--show-score-thr',
	type=float,
	default=0.3,
	help='score threshold (default: 0.3)')

when I run

python test.py configs/vfa/voc/vfa_split1/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning.py work_dirs/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning/iter_400.pth --eval mAP --show --show-dir ./imgs

some error come out

warnings.warn(
[ ] 1/4952, 2.7 task/s, elapsed: 0s, ETA: 1855sTraceback (most recent call last):
File "test.py", line 236, in
main()
File "test.py", line 197, in main
outputs = single_gpu_test(model, data_loader, args.show, args.show_dir,
File "/home/zutcv/miniconda3/envs/VFA/lib/python3.8/site-packages/mmfewshot/detection/apis/test.py", line 72, in single_gpu_test
result[i],
IndexError: list index out of range

I have the same problem. Have you solved it?

[ChenZhiMing66]

@SoonFa Just set some configs in test.py

VFA/test.py

Lines 30 to 37 in e35411e

	parser.add_argument('--show', action='store_true', help='show results')
	parser.add_argument(
	'--show-dir', help='directory where painted images will be saved')
	parser.add_argument(
	'--show-score-thr',
	type=float,
	default=0.3,
	help='score threshold (default: 0.3)')

when I run

python test.py configs/vfa/voc/vfa_split1/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning.py work_dirs/vfa_r101_c4_8xb4_voc-split1_1shot-fine-tuning/iter_400.pth --eval mAP --show --show-dir ./imgs

some error come out

warnings.warn(
[ ] 1/4952, 2.7 task/s, elapsed: 0s, ETA: 1855sTraceback (most recent call last):
File "test.py", line 236, in
main()
File "test.py", line 197, in main
outputs = single_gpu_test(model, data_loader, args.show, args.show_dir,
File "/home/zutcv/miniconda3/envs/VFA/lib/python3.8/site-packages/mmfewshot/detection/apis/test.py", line 72, in single_gpu_test
result[i],
IndexError: list index out of range

I have solved it. Just change result[i] to result[0] and it works.

[zzggdd]

但是它生成的文件中并没有标书出的框？