Zijian Du's repositories
stable-diffusion-webui
Stable Diffusion web UI
ControlNet
Let us control diffusion models!
stable-diffusion
A latent text-to-image diffusion model
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
pix2pix-zero
Zero-shot Image-to-Image Translation [SIGGRAPH 2023]
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
EDTER
EDTER: Edge Detection with Transformer, in CVPR 2022
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Retinexformer
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023)
awesome-NeRF
A curated list of awesome neural radiance fields papers
CVinW_Readings
A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''
Inpaint-Anything
Inpaint anything using Segment Anything and inpainting models.
nerf
Code release for NeRF (Neural Radiance Fields)
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
rosetta_neurons
Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
stylegan3
Official PyTorch implementation of StyleGAN3
ExposureDiffusion
[ICCV 2023] ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
pythresh
Outlier Detection Thresholding
pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
openai-cookbook
Examples and guides for using the OpenAI API
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)