This repository contains model definitions, training scripts, and other examples for Keras (Tensorflow backend) implementations for classification, detection, and segmentation (computer vision).
- LeNet Paper Model
- AlexNet Paper Model
- VGG16 and VGG19 Paper Model
- ResNet Paper
- YOLO9000 Paper
- DenseNet Paper
- MNIST
- CIFAR-10
- MNIST-Fashion
- ImageNet
- Pascal VOC
- Pascal VOC
- LISA Traffic Sign
- KITTI
- MSCOCO
- CamVid
- Cityscapes
- Pascal VOC
- KITTI
- SYNTHIA
- GTA-V Segmentation
- MSCOCO
For the models in thie repo, Keras and Tensorflow are required. Make sure the latest versions are installed.
After these packages have been installed, a few other packages are required (which can be found in requirements.txt)
pip install -r requirements.txt
This repo would like to acknowledge the following pieces of code which played a part in the development of this repository: