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
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
An open source implementation of CLIP.
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