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The Top 23 Python Instance Segmentation Open Source Projects

Open source projects categorized as Python Instance Segmentation
Categories > Machine Learning > Instance Segmentation
Mmdetection ⭐ 26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52most recent commit 3 months agopypi mmdet} Downloads
Mask_rcnn ⭐ 23,745
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit 4 months ago
Labelme ⭐ 12,334
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
most recent commit 11 days ago
Paddledetection ⭐ 11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
dependent packages 1total releases 9most recent commit 4 months agopypi paddledet} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43most recent commit 3 months agopypi supervision} Downloads
Yolact ⭐ 4,793
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 7 months ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101most recent commit 3 months agopypi sahi} Downloads
Adelaidet ⭐ 3,275
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
most recent commit 4 months ago
Lanenet Lane Detection ⭐ 2,170
Unofficial implemention of lanenet model for real time lane detection
most recent commit 5 months ago
Solo ⭐ 1,642
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
most recent commit 4 months ago
Spark ⭐ 1,355
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
most recent commit 3 months ago
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24most recent commit 3 months agopypi autodistill} Downloads
Uninext ⭐ 1,247
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
most recent commit 9 months ago
Yolact_edge ⭐ 1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
most recent commit a year ago
Involution ⭐ 1,106
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
most recent commit 3 years ago
Panet ⭐ 1,054
PANet for Instance Segmentation and Object Detection
most recent commit 5 years ago
Gcnet ⭐ 926
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
most recent commit 3 years ago
Extremenet ⭐ 885
Bottom-up Object Detection by Grouping Extreme and Center Points
most recent commit 5 years ago
Multimodal Maestro ⭐ 871
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
most recent commit 3 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
Pixel_link ⭐ 717
Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018
most recent commit 4 years ago
Inference ⭐ 716
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
total releases 17most recent commit 3 months ago
Centermask2 ⭐ 673
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
most recent commit 2 years ago
The 10 Most Depended On Python Instance Segmentation Open Source Projects
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Mmdetection ⭐ 26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52latest release October 12, 2023most recent commit 3 months agopypi mmdet} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Imgviz ⭐ 232
Image Visualization Tools (object detection, semantic and instance segmentation)
dependent packages 13total releases 85latest release August 22, 2023most recent commit 4 months agopypi imgviz} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Deepcell Tf ⭐ 373
Deep Learning Library for Single Cell Analysis
dependent packages 5total releases 34latest release September 02, 2023most recent commit 3 months agopypi DeepCell} Downloads
Labelme2coco ⭐ 55
Make your own dataset for object detection and transform the format to coco json format
dependent packages 3total releases 8latest release January 27, 2023most recent commit 3 years agopypi labelme2coco} Downloads
Remo Python ⭐ 131
:rabbit: Python lib for remo - the app for annotations and images management in Computer Vision
dependent packages 1total releases 20latest release May 29, 2020most recent commit 3 years agopypi remo-sdk} Downloads
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
The 10 Latest Releases In Python Instance Segmentation Open Source Projects
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
Mmdetection ⭐ 26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52latest release October 12, 2023most recent commit 3 months agopypi mmdet} Downloads
Deepcell Tf ⭐ 373
Deep Learning Library for Single Cell Analysis
dependent packages 5total releases 34latest release September 02, 2023most recent commit 3 months agopypi DeepCell} Downloads
Bpycv ⭐ 401
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
total releases 48latest release August 25, 2023most recent commit 8 months ago
Imgviz ⭐ 232
Image Visualization Tools (object detection, semantic and instance segmentation)
dependent packages 13total releases 85latest release August 22, 2023most recent commit 4 months agopypi imgviz} Downloads
Labelme2coco ⭐ 55
Make your own dataset for object detection and transform the format to coco json format
dependent packages 3total releases 8latest release January 27, 2023most recent commit 3 years agopypi labelme2coco} Downloads
Justdeepit ⭐ 6
A tool with GUI and CUI for image analysis based on deep learning
total releases 19latest release November 30, 2022most recent commit a year ago
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