AnchorFreeDecoupledHead

Anchor-free decoupled detection head based on YOLOX: Exceeding YOLO Series in 2021.

We provide the head of YOLOX as AnchorFreeDecoupledHead. There are no differnece with the original model, and currently, it is set to pass non-maximum suppression function.

Field list

Field	Description
name	(str) Name must be "yolox_head" to use YOLOX head.
params.act_type	(float) Activation function for the head.
params.depthwise	(bool) Whether to enable depthwise convolution for the head.

Model configuration example

Anchor-free decoupled detection head

model:
  architecture:
    head:
      name: anchor_free_decoupled_head
      params:
        depthwise: False
        act_type: "silu" 

Related links

• Megvii-BaseDetection/YOLOX