/awesome-machine-learning-colab-ipynb

Some awesome colab ipynb collections.

Primary LanguageJupyter NotebookMIT LicenseMIT

awesome-machine-learning-colab-ipynb

Some awesome colab ipynb collections.

Image Segmentation

  1. cars_segmentation_camvid.ipynb Open In Colab

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.

  1. fastai_course_v3_lesson3-camvid.ipynb Open In Colab

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.