Repository Index

Lime: Explaining the predictions of any machine learning classifier

pix2code: Generating Code from a Graphical User Interface Screenshot

• deep-learning
• datasets
• deep-neural-networks
• front-end-development

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

• pytorch
• unet
• pytorch-unet
• semantic-segmentation

Reference PyTorch implementation and models for DINOv3

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

• artificial-intelligence
• deep-learning
• text-to-image

StyleGAN2 - Official TensorFlow Implementation

Style transfer, deep learning, feature transform

QLoRA: Efficient Finetuning of Quantized LLMs

Spark-TTS Inference Code

Code release for NeRF (Neural Radiance Fields)

• nerf
• neural-radiance-fields

[CVPR 2024] Official repository for "MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model"

Content aware image resize library

• seam-carving
• image-processing
• image-resize
• edge-detection

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

• object-detection
• open-world
• open-world-detection
• vision-language

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

• artificial-intelligence
• deep-learning
• generative-model
• score-matching

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

• yolox
• yolov3
• onnx
• tensorrt

Image-to-image translation with conditional adversarial nets

• computer-vision
• computer-graphics
• gan
• pix2pix

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

• inpainting
• inpainting-methods
• inpainting-algorithm
• computer-vision

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

TranslatedPre-Training with Whole Word Masking for Chinese BERT (Chinese BERT-wwm series models)

• chinese-bert
• tensorflow
• pytorch
• bert

Implementation of Nougat Neural Optical Understanding for Academic Documents

PhotoMaker [CVPR 2024]

AlphaFold 3 inference pipeline.