instance-segmentation

ultralytics

+191

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

supervision

+146

We write your reusable computer vision tools. 💜

X-AnyLabeling

+69

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

rf-detr

+52

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

yolov5

+49

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

labelme

+13

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

GTR

+10

GTR: Gated Token Recurrence for Efficient Dense Prediction

obss/sahi

+14

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

PaddleDetection

+9

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