Repository Index

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

• ultralytics
• yolov8
• yolo
• deep-learning

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.

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

• open-vocabulary-detection
• open-vocabulary-segmentation
• data-generation
• automatic-labeling-system

The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

• monocular-depth-estimation

Fast Segment Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

• depth-estimation
• image-synthesis
• metric-depth-estimation
• monocular-depth-estimation

Inpaint anything using Segment Anything and inpainting models.

Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

• segment-anything
• video-object-segmentation
• interactive-tracking
• track-anything

Depth Anything 3

CoTracker is a model for tracking any point (pixel) on a video.

• optical-flow
• point-tracking
• track-anything

Segment Anything in Medical Images

Segment Anything in High Quality [NeurIPS 2023]

• sam
• segmentation
• segment-anything
• zero-shot-segmentation

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

• artificial-intelligence
• deep-learning
• machine-learning
• segmentation

MapAnything: Universal Feed-Forward Metric 3D Reconstruction

• 3d-reconstruction
• ai
• calibration
• depth-completion

An AI-powered web suite for advanced image processing and generation. VisioCraft integrates state-of-the-art computer vision models; including YOLO, SAM, and LaMa; to provide seamless object extraction, content-aware fill, and image generation through an interactive canvas UI.

• ai-tools
• clean-architecture
• computer-vision
• generative-ai

Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO, Florence-2 and SAM 2

The repository provides code for running inference with the Meta Segment Anything Audio Model (SAM-Audio), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Open-source and strong foundation image recognition models.

• tag2text-iclr2024
• recognize-anything

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!

• labeling
• labeling-tool
• segment-anything
• yolov8

Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)

Efficient vision foundation models for high-resolution generation and perception.

• high-resolution
• imagenet
• efficientvit
• segment-anything