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- architecture: FairMOT
- pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/fairmot_dla34_crowdhuman_pretrained.pdparams
- for_mot: True
- FairMOT:
- detector: CenterNet
- reid: FairMOTEmbeddingHead
- loss: FairMOTLoss
- tracker: JDETracker
- CenterNet:
- backbone: DLA
- neck: CenterNetDLAFPN
- head: CenterNetHead
- post_process: CenterNetPostProcess
- CenterNetDLAFPN:
- down_ratio: 4
- last_level: 5
- out_channel: 0
- dcn_v2: True
- with_sge: False
- CenterNetHead:
- head_planes: 256
- prior_bias: -2.19
- regress_ltrb: True
- size_loss: 'L1'
- loss_weight: {'heatmap': 1.0, 'size': 0.1, 'offset': 1.0, 'iou': 0.0}
- add_iou: False
- FairMOTEmbeddingHead:
- ch_head: 256
- ch_emb: 128
- CenterNetPostProcess:
- max_per_img: 500
- down_ratio: 4
- regress_ltrb: True
- JDETracker:
- conf_thres: 0.4
- tracked_thresh: 0.4
- metric_type: cosine
- min_box_area: 200
- vertical_ratio: 1.6 # for pedestrian
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