ZIN's Projects
๐งโ๐ซ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐ง
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
A curated list of references for MLOps
Course Files for Complete Python 3 Bootcamp Course on Udemy
Best Practices, code samples, and documentation for Computer Vision.
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
YOLOv5 ๐ in PyTorch > ONNX > CoreML > TFLite
Fastai v1 & PyTorch v1 Course in Vienna
Multi Person Skeleton Based Action Recognition and Tracking
The Unified Machine Learning Framework
Paper reading notes on Deep Learning and Machine Learning
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
Build your neural network easy and fast, ่ซ็ฆPythonไธญๆๆๅญฆ
Scenic: A Jax Library for Computer Vision Research and Beyond
installation notes for tensorrt, cuda, cudnn, torch2tr, anaconda3, pytorch
Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD
C++ library based on tensorrt integration
Background Removal in Video or Image with MODNet