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The usage of Reid module about hybridsort HOT 5 CLOSED

hahapt avatar hahapt commented on August 12, 2024
The usage of Reid module

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Comments (5)

HanGuangXin avatar HanGuangXin commented on August 12, 2024

Hi @hahapt, the ReID model used by each dataset is specifically trained with its training set, which means that its performance on unseen scenarios cannot be guaranteed.

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hahapt avatar hahapt commented on August 12, 2024

Hi @hahapt, the ReID model used by each dataset is specifically trained with its training set, which means that its performance on unseen scenarios cannot be guaranteed.

Thanks. I found here are several parameters to control the HybirdSort Tracker, but no one is relevant to frame rate. Is there any parameter similar to the 'max_time_lost' in Bytetrack that can be change when the frame rate changes?

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ymzis69 avatar ymzis69 commented on August 12, 2024

You can find this parameter in line 285 in 'trackers/hybird_sort_tracker/hybird_sort.py' and modify it. 'max_age' represents the maximum duration a target is allowed to remain undetected before being considered disappeared.

class Hybird_Sort(object): def __init__(self, args, det_thresh, max_age=30, min_hits=3, iou_threshold=0.3, delta_t=3, asso_func="iou", inertia=0.2, use_byte=False):

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ymzis69 avatar ymzis69 commented on August 12, 2024

Depending on the context of your dataset usage, you can utilize alternative parameters or ReID models for tracking. For instance, in typical motion scenarios, you can employ parameters and ReID model for the MOT17 dataset.

python3 tools/demo_track.py --demo_type image -f exps/example/mot/yolox_x_mix_det_hybird_sort_reid.py -c pretrained/ocsort_x_mot17.pth.tar --path ./datasets/dancetrack/val/dancetrack0079/img1 --fp16 --fuse --save_result

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hahapt avatar hahapt commented on August 12, 2024

Thanks.

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