Wayne2Wang

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.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

MiDaS

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

Segment-Everything-Everywhere-All-At-Once

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

RAFT

DPT

Dense Prediction Transformers

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

DROID-SLAM

rob501

Mathematics for Robotics

Personalize-SAM

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

vid2avatar

Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition (CVPR2023)

pix2pix-zero

Zero-shot Image-to-Image Translation [SIGGRAPH 2023]

AdelaiDepth

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

CutLER

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"

ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

DenseCLIP

[CVPR 2022] DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

MaskCLIP

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

awesome-robotics-datasets

A collection of useful datasets for robotics and computer vision

MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

vid2vid-zero

Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

robust_cvd

Robust Consistent Video Depth Estimation

self-mono-sf

Self-Supervised Monocular Scene Flow Estimation (CVPR 2020)

lgssl

[CVPR 2023] Learning Visual Representations via Language-Guided Sampling

weaponizing-censors

censors pose a threat to the entire Internet

single-img-extrapolating

Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"

RCF-UnsupVideoSeg

[CVPR 2023] Segmenting objects in videos without human annotations 🤯: Official implementation for Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping