Faris Kapes's starred repositories
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
pytorch-hed
a reimplementation of Holistically-Nested Edge Detection in PyTorch
xray-lightning
Chest X-ray object detection with Pytorch Lightning
ml-monitoring-with-wandb
:detective::robot: Monitoring a PyTorch Lightning CNN with Weights & Biases
torchility
A pytorch-lightning based tool for training pytorch model more simply
lightning-template
PyTorch Lightning template for rapid, scalable and reproducible ML experimentation with best practices.
light_side
⚡️PyTorch Lightning Implementations of Recent Low-Light Image Enhancement !
awesome-modular-pytorch-lightning
LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.
whos-there
The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends
gpumonitor
TF 2.x and PyTorch Lightning Callbacks for GPU monitoring
pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
pytorch2keras
PyTorch to Keras model convertor
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
awesome-mac
Now we have become very big, Different from the original idea. Collect premium software in various categories.
Awesome-Hacking
A collection of various awesome lists for hackers, pentesters and security researchers
awesome-go
A curated list of awesome Go frameworks, libraries and software
awesome-learning
Curated lists of awesome learning resources for a Software Test Automation Engineer
cs-video-courses
List of Computer Science courses with video lectures.