paper collections

NeuralNetwork Components

• [ ] Standard convolution
• [ ] group convolution
• [ ] depthwise convolution
• [ ] involution
• [ ] pooling
• [ ] activation function
• [ ] fully connection
• [ ] roi pooling
• [ ] softmax

  classification

• [ ] AlexNet
• [ ] VGG
• [ ] Resnet50
• [ ] Mobilenet v1
• [ ] Mobilenet v2
• [ ] Mobilenet v3
• [ ] EfficientNet
• [ ] Transformer
• [ ] Swin-Transformer
• [ ] RedNet, Involution

  object detection

• [ ] RCNN
• [ ] SPPnet
• [ ] Faster RCNN
• [ ] R-FCN
• [ ] Yolo v1
• [ ] Yolo v2
• [ ] Yolo v3
• [ ] Yolo v4

  segmentation

• [ ] mask rcnn
• [ ] deeplab v1
• [ ] deeplab v2
• [ ] deeplab v3

Quantized Neural Network

Framework

Application