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

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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.

A simple, fully convolutional model for real-time instance segmentation.

  • realtime
  • real-time
  • instance-segmentation
  • yolact

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

  • segmentation
  • cell-segmentation
  • cell-biology

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds