Some awesome colab ipynb collections.
PyTorch Segmentation models is python library with Neural Networks for Image Segmentation based on PyTorch.
The main features of this library are:
- High level API (just two lines to create neural network)
- 4 models architectures for binary and multi class segmentation (including legendary Unet)
- 30 available encoders for each architecture
- All encoders have pre-trained weights for faster and better convergence
The Colab-notbook cars_segmentation_(camvid).ipynb provided by this repo is here.
The fastai library simplifies training fast and accurate neural nets using modern best practices. See the fastai website to get started.The original version of this colab notbook is here.