convolutional-neural-networks

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

TensorFlow 101: Introduction to Deep Learning

[CVPR 2024 & TPAMI 2025] UniRepLKNet

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebra and Calculus.

A deep learning framework for molecular docking

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

NMA deep learning course

A sign language interpreter using live video feed from the camera.

Colab Notebooks covering deep learning tools for biomolecular structure prediction and design

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

[CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageNet.

深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。