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The Top 23 Image Semantic Segmentation Open Source Projects

Open source projects categorized as Image Semantic Segmentation
Categories > Media > Image
Categories > Machine Learning > Semantic Segmentation
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Semantic Segmentation ⭐ 1,306
Nvidia Semantic Segmentation monorepo
most recent commit 3 years ago
Coreml Models ⭐ 1,012
Converted CoreML Model Zoo.
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
Awesome Referring Image Segmentation ⭐ 481
📚 A collection of papers about Referring Image Segmentation.
most recent commit 3 months ago
Portrait Segmentation ⭐ 310
Real-time portrait segmentation for mobile devices
most recent commit 3 years ago
Imgviz ⭐ 232
Image Visualization Tools (object detection, semantic and instance segmentation)
dependent packages 13total releases 85most recent commit 4 months agopypi imgviz} Downloads
Portrait_matting ⭐ 227
Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.
most recent commit 5 years ago
Deepviewagg ⭐ 195
[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"
most recent commit 8 months ago
Keras Unet ⭐ 194
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
total releases 7most recent commit 3 years ago
Smoothly Blend Image Patches ⭐ 193
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
most recent commit 4 years ago
Wb_color_augmenter ⭐ 147
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
most recent commit a year ago
Spacenet_building_detection ⭐ 140
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
most recent commit 10 months ago
Yolo_segmentation ⭐ 138
image (semantic segmentation) instance segmentation by darknet or yolo
most recent commit 3 years ago
Rellis 3d ⭐ 133
RELLIS-3D: A Multi-modal Dataset for Off-Road Robotics
most recent commit a year ago
Semanticsegmentation ⭐ 122
A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation
most recent commit a year ago
Deeplab_v3_plus ⭐ 81
This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.
most recent commit 5 years ago
Segmentation Of Teeth In Panoramic X Ray Image Using U Net ⭐ 75
The aim of this study is automatic semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model and binary image analysis in order to provide diagnostic information for the management of dental disorders, diseases, and conditions.
most recent commit a year ago
Deepdenoising ⭐ 69
most recent commit 6 years ago
Lyft Perception Challenge ⭐ 63
The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)
most recent commit 6 years ago
Pixel Decoder ⭐ 53
A tool of running deep learning algorithms for semantic segmentation with satellite imagery
most recent commit 4 years ago
Tf Keras Pspnet ⭐ 50
PSPNet for Semantic Segmentation with tensorflow and keras
most recent commit 4 years ago
Semantic Segmentation Bisenet ⭐ 49
Keras BiseNet architecture implementation
most recent commit 3 years ago
The 2 Most Depended On Image Semantic Segmentation Open Source Projects
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
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 4 Latest Releases In Image Semantic Segmentation Open Source Projects
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
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
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