Stage-2024/yolov7-setup/track.md

Images :

python3 tracker/track_demo.py --device cpu/0 --obj /tracking_images --detector yolov7 --tracker sort --detector_model_path best.pt --save_dir /tracking --save_images

Ex :

python3 tracker/track_demo.py --device cpu --obj /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/tracking_images --detector yolov7 --tracker sort --detector_model_path /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/yolov7x-datasetv2_2024072211/weights/best.pt --save_dir /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/tracking --save_images

Video :

python3 tracker/track_demo.py --device cpu/0 --obj video.mp4 --detector yolov7 --tracker sort --detector_model_path best.pt --save_dir /tracking --save_videos

Ex :

python3 tracker/track_demo.py --device cpu --obj /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/sources/2016-100m.mp4 --detector yolov7 --tracker sort --detector_model_path /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/yolov7x-datasetv2_2024072211/weights/best.pt --save_dir /Users/noham/Documents/GitHub/Stage-2024/VoTT-v2/tracking --save_videos

Examples :

• 2016-200m_tracked.mp4 (2016-200m.mp4)
• 2018-100m_tracked.mp4 (2018-100m.mp4)
• 2023-100m_tracked.mp4 (2023-100m.mp4)
• 1999-400m_tracked.mp4 (1999-400m.mp4)

Fixes :

self.other_param['stride'] -> 32
np.float -> np.float64 in /tracker/trackers/tracklet.py

Error :

File "/Users/noham/Documents/GitHub/Stage-2024/test/yolov7-tracker/tracker/trackers/tracklet.py", line 44, in __init__
    self.kalman_filter = MOTION_MODEL_DICT[motion]()
KeyError: 'default'

Fix :

line 43 :
self.motion = 'sort'
motion = 'sort'

Les méthodes de tracking disponibles (seulement testé SortTracker) :

TRACKER_DICT = {
    'sort': SortTracker, 
    'bytetrack': ByteTracker, 
    'botsort': BotTracker, 
    'c_bioutrack': C_BIoUTracker, 
    'ocsort': OCSortTracker, 
    'deepsort': DeepSortTracker
}