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open-mmlab / mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
https://mmtracking.readthedocs.io/en/latest/
Apache License 2.0
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can't get bytetrack metric for mot17 #698

Closed WangJie8682 closed 2 years ago

WangJie8682 commented 2 years ago

use this----> python tools/test.py configs/mot/bytetrack/bytetrack_yolox_x_crowdhuman_mot17-private-half.py --eval track

get {'IDF1': 0.333, 'IDP': 0.374, 'IDR': 0.3, 'Rcll': 0.357, 'Prcn': 0.445, 'GT': 1017, 'MT': 114, 'PT': 411, 'ML': 492, 'FP': 72129, 'FN': 103911, 'IDs': 447, 'FM': 1233, 'MOTA': -0.092, 'MOTP': 0.229, 'IDt': 312, 'IDa': 261, 'IDm': 144, 'HOTA': 0.316}

JingweiZhang12 commented 2 years ago

You forgot to load checkpioint. Please use the following command.

python tools/test.py configs/mot/bytetrack/bytetrack_yolox_x_crowdhuman_mot17-private-half.py --eval track --checkpoint ${checkpoint}
WangJie8682 commented 2 years ago

when i use python tools/test.py configs/mot/bytetrack/bytetrack_yolox_x_crowdhuman_mot17-private-half.py --eval track --checkpoint ./bytetrack_yolox_x_crowdhuman_mot17-private-half_20211218_205500-1985c9f0.pth

i get this warning log :
unexpected key in source state_dict: ema_detector_backbone_stem_conv_conv_weight, ema_detector_backbone_stem_conv_bn_weight, ema_detector_backbone_stem_conv_bn_bias, ema_detector_backbone_stem_conv_bn_running_mean, ema_detector_backbone_stem_conv_bn_running_var, ema_detector_backbone_stem_conv_bn_num_batches_tracked, ema_detector_backbone_stage1_0_conv_weight, ema_detector_backbone_stage1_0_bn_weight, ema_detector_backbone_stage1_0_bn_bias, ema_detector_backbone_stage1_0_bn_running_mean, ema_detector_backbone_stage1_0_bn_running_var, ema_detector_backbone_stage1_0_bn_num_batches_tracked, ema_detector_backbone_stage1_1_main_conv_conv_weight, ema_detector_backbone_stage1_1_main_conv_bn_weight, ema_detector_backbone_stage1_1_main_conv_bn_bias, ema_detector_backbone_stage1_1_main_conv_bn_running_mean, ema_detector_backbone_stage1_1_main_conv_bn_running_var, ema_detector_backbone_stage1_1_main_conv_bn_num_batches_tracked, ema_detector_backbone_stage1_1_short_conv_conv_weight, 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ema_detector_bbox_head_multi_level_conv_cls_1_bias, ema_detector_bbox_head_multi_level_conv_cls_2_weight, ema_detector_bbox_head_multi_level_conv_cls_2_bias, ema_detector_bbox_head_multi_level_conv_reg_0_weight, ema_detector_bbox_head_multi_level_conv_reg_0_bias, ema_detector_bbox_head_multi_level_conv_reg_1_weight, ema_detector_bbox_head_multi_level_conv_reg_1_bias, ema_detector_bbox_head_multi_level_conv_reg_2_weight, ema_detector_bbox_head_multi_level_conv_reg_2_bias, ema_detector_bbox_head_multi_level_conv_obj_0_weight, ema_detector_bbox_head_multi_level_conv_obj_0_bias, ema_detector_bbox_head_multi_level_conv_obj_1_weight, ema_detector_bbox_head_multi_level_conv_obj_1_bias, ema_detector_bbox_head_multi_level_conv_obj_2_weight, ema_detector_bbox_head_multi_level_conv_obj_2_bias

if this alright?

JingweiZhang12 commented 2 years ago

It's normal.