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The Top 23 Deep Learning Instance Segmentation Open Source Projects

Open source projects categorized as Deep Learning Instance Segmentation
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Instance Segmentation
Labelme ⭐ 12,208
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
most recent commit a month ago
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43most recent commit 3 months agopypi supervision} Downloads
Awesome Satellite Imagery Datasets ⭐ 3,381
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 2 years 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
Lanenet Lane Detection ⭐ 2,170
Unofficial implemention of lanenet model for real time lane detection
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
Gcnet ⭐ 926
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
most recent commit 3 years 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
Polyrnn Pp ⭐ 674
Inference Code for Polygon-RNN++ (CVPR 2018)
most recent commit 6 years ago
Polyrnn Pp Pytorch ⭐ 634
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
most recent commit 5 years ago
Entity ⭐ 596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
most recent commit 5 months ago
Odise ⭐ 590
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
most recent commit 9 months ago
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
most recent commit 4 years ago
Upsnet ⭐ 499
UPSNet: A Unified Panoptic Segmentation Network
most recent commit 5 years ago
Lidar Bonnetal ⭐ 443
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
most recent commit 3 years ago
Savant ⭐ 408
Python Computer Vision & Video Analytics Framework With Batteries Included
most recent commit 3 months ago
Kaggle Imaterialist ⭐ 406
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
most recent commit 4 years ago
Bpycv ⭐ 401
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
total releases 48most recent commit 8 months ago
Deepcell Tf ⭐ 373
Deep Learning Library for Single Cell Analysis
dependent packages 5total releases 34most recent commit 3 months agopypi DeepCell} Downloads
3d Sis ⭐ 333
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
most recent commit 2 years ago
Satellite Imagery Datasets Containing Ships ⭐ 325
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit 7 months ago
Copy Paste Aug ⭐ 306
Copy-paste augmentation for segmentation and detection tasks
most recent commit 2 years ago
The 9 Most Depended On Deep Learning 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
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
Pixano Elements ⭐ 33
Pixano Elements - Re-usable web components dedicated to data annotation tasks.
dependent packages 5total releases 34latest release April 06, 2022most recent commit a year agonpm @pixano/core} 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 Deep Learning 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
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
Mmdetection ⭐ 81
OpenVINO Training Extensions Object Detection
total releases 3latest release December 09, 2022most recent commit 2 years ago
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
Empanada Napari ⭐ 8
Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari
total releases 9latest release October 04, 2022most recent commit a year ago
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