instance-segmentation

Ultralytics YOLO 🚀

We write your reusable computer vision tools. 💜

OpenMMLab Detection Toolbox and Benchmark

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

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

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

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

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

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

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

A Simple and Versatile Framework for Object Detection and Instance Recognition

Unofficial implemention of lanenet model for real time lane detection

Images to inference with no labeling (use foundation models to train supervised models).

Turn any computer or edge device into a command center for your computer vision projects.

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey