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- architecture: SSD
- pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/MobileNetV3_small_x1_0_ssld_pretrained.pdparams
- SSD:
- backbone: MobileNetV3
- ssd_head: SSDHead
- post_process: BBoxPostProcess
- MobileNetV3:
- scale: 1.0
- model_name: small
- conv_decay: 0.00004
- with_extra_blocks: true
- extra_block_filters: [[256, 512], [128, 256], [128, 256], [64, 128]]
- feature_maps: [10, 13, 14, 15, 16, 17]
- lr_mult_list: [0.25, 0.25, 0.5, 0.5, 0.75]
- multiplier: 0.5
- SSDHead:
- use_sepconv: True
- conv_decay: 0.00004
- anchor_generator:
- steps: [16, 32, 64, 107, 160, 320]
- aspect_ratios: [[2.], [2., 3.], [2., 3.], [2., 3.], [2., 3.], [2., 3.]]
- min_ratio: 20
- max_ratio: 95
- base_size: 320
- min_sizes: []
- max_sizes: []
- offset: 0.5
- flip: true
- clip: true
- min_max_aspect_ratios_order: false
- BBoxPostProcess:
- decode:
- name: SSDBox
- nms:
- name: MultiClassNMS
- keep_top_k: 200
- score_threshold: 0.01
- nms_threshold: 0.45
- nms_top_k: 400
- nms_eta: 1.0
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