Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.
This repository contains implementations of prominent computer vision deep learning architectures. The focus is on simplifying these architectures while relying solely on the PyTorch library. The goal is to provide accessible and streamlined versions of key models in the field.
A Great Collection of Deep Learning Tutorials and Repositories
A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴
Machine learning and deep learning tutorials, articles and other resources. With repository stars⭐ and forks🍴
Build classic deep learning models from scratch using Pytorch
Unlock deep learning's secrets! Dive into fundamentals, master advanced techniques, and ignite creativity with hands-on projects. Join a vibrant community, push boundaries, and unleash AI's full potential. Begin your journey now!
some resources on my path in deep learning and medical image analysis
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
دوره جامع یادگیری عمیق با Tensorflow و Keras
machine learning and deep learning tutorials, articles and other resources
Example of data callection / generation / training process / inference on a camera
A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
Building Convolutional Neural Networks From Scratch using NumPy
Aggregation of jupyter notebooks cover by fastai's 2022 course.
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Official Repository for Westlake Deep Learning Course (2024)
Materials and notes for my presentations and talks (lectures, conferences etc.)