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- _BASE_: [
- 'detector/yolox_x_24e_800x1440_ht21.yml',
- '_base_/ht21.yml',
- '_base_/yolox_mot_reader_800x1440.yml'
- ]
- weights: output/bytetrack_yolox_ht21/model_final
- log_iter: 20
- snapshot_epoch: 2
- metric: MOT
- num_classes: 1
- architecture: ByteTrack
- pretrain_weights: https://bj.bcebos.com/v1/paddledet/models/yolox_x_300e_coco.pdparams
- ByteTrack:
- detector: YOLOX
- reid: None
- tracker: JDETracker
- det_weights: https://bj.bcebos.com/v1/paddledet/models/mot/yolox_x_24e_800x1440_ht21.pdparams
- reid_weights: None
- depth_mult: 1.33
- width_mult: 1.25
- YOLOX:
- backbone: CSPDarkNet
- neck: YOLOCSPPAN
- head: YOLOXHead
- input_size: [800, 1440]
- size_stride: 32
- size_range: [18, 22]
- CSPDarkNet:
- arch: "X"
- return_idx: [2, 3, 4]
- depthwise: False
- YOLOCSPPAN:
- depthwise: False
- YOLOXHead:
- l1_epoch: 20
- depthwise: False
- loss_weight: {cls: 1.0, obj: 1.0, iou: 5.0, l1: 1.0}
- assigner:
- name: SimOTAAssigner
- candidate_topk: 10
- use_vfl: False
- nms:
- name: MultiClassNMS
- nms_top_k: 30000
- keep_top_k: 1000
- score_threshold: 0.01
- nms_threshold: 0.7
-
-
- JDETracker:
- use_byte: True
- match_thres: 0.9
- conf_thres: 0.7
- low_conf_thres: 0.1
- min_box_area: 0
- vertical_ratio: 0
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