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| backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config |
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| :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: | :-----: |
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| DLA-34(paper) | 1088x608 | 83.3 | 81.9 | 544 | 3822 | 14095 | - | - | - |
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- | DLA-34 | 1088x608 | 83.7 | 83.3 | 435 | 3829 | 13764 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ) |
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+ | DLA-34 | 1088x608 | 83.2 | 83.1 | 499 | 3861 | 14223 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ) |
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### FairMOT Results on MOT-16 Test Set
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| backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config |
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| :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: | :-----: |
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| DLA-34(paper) | 1088x608 | 74.9 | 72.8 | 1074 | - | - | 25.9 | - | - |
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- | DLA-34 | 1088x608 | 74.8 | 74.4 | 930 | 7038 | 37994 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ) |
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+ | DLA-34 | 1088x608 | 75.0 | 74.7 | 919 | 7934 | 36747 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml ) |
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** Notes:**
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FairMOT used 2 GPUs for training and mini-batch size as 6 on each GPU, and trained for 30 epoches.
@@ -151,7 +151,7 @@ If you use a stronger detection model, you can get better results. Each txt is t
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| backbone | input shape | MOTA | FPS | download | config |
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| :--------------| :------- | :-----: | :-----: | :------: | :----: |
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- | DLA-34 | 1088x608 | 67 .9 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml ) |
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+ | DLA-34 | 1088x608 | 53 .9 | - | [ model] ( https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams ) | [ config] ( https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml ) |
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## Dataset Preparation
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