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- _BASE_: [
- '../fairmot/fairmot_dla34_30e_1088x608.yml'
- ]
- metric: KITTI
- weights: output/fairmot_dla34_30e_1088x608_kitti_vehicle/model_final
- # for MOT training
- TrainDataset:
- !MOTDataSet
- dataset_dir: dataset/mot
- image_lists: ['kitti_vehicle.train']
- data_fields: ['image', 'gt_bbox', 'gt_class', 'gt_ide']
- # for MOT evaluation
- # If you want to change the MOT evaluation dataset, please modify 'data_root'
- EvalMOTDataset:
- !MOTImageFolder
- dataset_dir: dataset/mot
- data_root: kitti_vehicle/images/train
- keep_ori_im: False # set True if save visualization images or video, or used in DeepSORT
- # for MOT video inference
- TestMOTDataset:
- !MOTImageFolder
- dataset_dir: dataset/mot
- keep_ori_im: True # set True if save visualization images or video
- # model config
- FairMOT:
- detector: CenterNet
- reid: FairMOTEmbeddingHead
- loss: FairMOTLoss
- tracker: JDETracker
- JDETracker:
- min_box_area: 0
- vertical_ratio: 0 # no need to filter bboxes according to w/h
- conf_thres: 0.4
- tracked_thresh: 0.4
- metric_type: cosine
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