xinyu1205

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.

detr

End-to-End Object Detection with Transformers

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

dinov2

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

fiftyone

The open-source tool for building high-quality datasets and computer vision models

cocoapi

COCO API - Dataset @ http://cocodataset.org/

tpu

Reference models and tools for Cloud TPUs.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

AppAgent

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

LVM

X-Decoder

[CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language

ovsam

[ECCV 2024] The official code of paper "Open-Vocabulary SAM".

DAB-DETR

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

DCNv4

[CVPR 2024] Deformable Convolution v4

MaskCLIP

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

DreamLLM

[ICLR 2024 Spotlight] DreamLLM: Synergistic Multimodal Comprehension and Creation

LLaVA-Grounding

LOST

Pytorch implementation of LOST unsupervised object discovery method

nxtp

Object Recognition as Next Token Prediction (CVPR 2024)

SCLIP

Official implementation of SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference

DAC-DETR

[NIPS2023] This is an official implementation of paper "DAC-DETR: Divide the Attention Layers and Conquer".

GroupDETR

[ICCV 2023] Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment

FineR

[ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models

TagAlign

Official implementation of TagAlign

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

H-Detic-LVIS