LSTMTrackingNvidia

Section 1 과 Section 2 예제를 위해 다음의 링크에서 Section1.tar.gz 와 Section2.tar.gz 를 다운받습니다.

https://drive.google.com/file/d/1TIDsQKEr5ndU2sr4fIpSarrtY1Kv0Xfv/view?usp=sharing

https://drive.google.com/file/d/1lP5K7xpWXidyZdlIdO5tKrqMRRQ-OsSe/view?usp=sharing

LSTMTrackingNvidia 깃헙 다운로드

cd

git clone https://github.com/jetsonai/LSTMTrackingNvidia

cd LSTMTrackingNvidia

다운로드 폴더의 예제 파일을 옮겨온 후 압축을 해제합니다.

mv ~/Downloads/Section1.tar.gz ./

tar xzf Section1.tar.gz

mv ~/Downloads/Section2.tar.gz ./

tar xzf Section2.tar.gz

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Section 1 예제

cd 'Section-1_(Image-Classification)'

python3 train_rnn.py

python3 train_lstm.py

python3 train_gru.py

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Section 2 예제

cd 'Section-2_(Sequential-Data-Analysis)'

train test 실행

python3 train.py

python3 test.py

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Section 3 예제

cd 'Section-3_(Simulated-Vehicle-Trajectory-Tracking)'

python3 train.py

python3 test.py

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Section 4 예제

cd 'Section-4_(Real-World-Vehicle-Trajectory-Tracking-1)'

python3 train.py

python3 test.py

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Section 5 예제

cd 'Section-5_(Real-World-Vehicle-Trajectory-Tracking-2)'

순서대로 실행

python3 crop_video.py

python3 visualize_object_tracking.py

python3 train.py --total-epoch 50

python3 inference_on_val.py

python3 inference_on_test.py