Stars
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
High-Resolution Image Synthesis with Latent Diffusion Models
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
OpenMMLab Detection Toolbox and Benchmark
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
deep learning for image processing including classification and object-detection etc.
Image-to-Image Translation in PyTorch
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
A Deep Learning based project for colorizing and restoring old images (and video!)
WebUI extension for ControlNet
Datasets, Transforms and Models specific to Computer Vision
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
An open source implementation of CLIP.
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
StyleGAN2 - Official TensorFlow Implementation
A collaboration friendly studio for NeRFs
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
Pytorch implementation of convolutional neural network visualization techniques
Official PyTorch implementation of StyleGAN3