Ultralytics YOLO11 🚀

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

Materials for the Hugging Face Diffusion Models Course

AI / Deep Neural Network Models and Examples

State-of-the-art 2D and 3D Face Analysis Project

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

A deep learning library for video understanding research.

Train Lite (Embedded Friendly) Object Detection models using https://github.com/open-mmlab/mmdetection

An up-to-date list of works on Multi-Task Learning

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

OpenMMLab Detection Toolbox and Benchmark

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

Let us control diffusion models!

YOLOv8 implementation without DFL using PyTorch

Quantization Aware Training

YOLOv8 re-implementation for human detection using PyTorch

Notes on quantization in neural networks

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.