Neural Network Replication work

To Do List

1. Frequently Used Modules

• batch norm
• Fast bbox IOU calculation（compare anchor box and gt_box, use 0.5 as IOU threshold to select target bbox)
• anchor generation
• classic NMS

2. Classic Networks

• VGG
• ResNet resnet building block, bottleneck V2 with Gluon Hybrid Block
• yolo v2
• Dense Net
• Siamese Net
• Cascade RCNN
• FPN
• Network in Network (NIN)
• XOR