| 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 |