Model | Blog | Code | paper |
---|---|---|---|
LeNet | Blog | Code | Gradient-Based Learning Applied to Document |
AlexNet | [Blog] | Code | Imagenet-Classification-with-Deep-Convolutional-Neural-Networks |
VGG | [Blog] | Code | Very Deep Convolutional Networks for Large-Scale Image Recognition |
ResNet | [Blog] | Code | Deep Residual Learning for Image Recognition |
GoogLeNet | [Blog] | Code | Going Deeper with Convolutions |
Model | Blog | Code | paper |
---|---|---|---|
RCNN | Blog | [Code] | Rich feature hierarchies for accurate object detection and semantic segmentation |
YOLOv1 | Blog | [Code] | You Only Look Once: Unified, Real-Time Object Detection |
SSD |
Model | Blog | Code | paper |
---|---|---|---|
FCN | Blog | [Code] | Fully Convolution Networks for Semantic Segmentation |
U-Net | Blog | Code | U-Net: Convolutional Networks for Biomedical Image Segmentation |