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Open Sustainable Technology

https://github.com/john-rocky/semanticimage

A collection of easy-to-use image/video filter.
coreml ios machine-learning semantic-segmentation swift vision
Added: about 1 year ago - Last Synced: 11 months ago - Created: December 21, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Swift
  • Commits:
  • Committers:
  • Issues: 3
  • Pull Requests: 4
  • Owner: john-rocky
  • Stars: 113
  • Forks: 18
  • Packages: 1
https://github.com/codecentric-oss/niceml

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.
dagster deep-learning image-classification machine-learning mlops object-detection python semantic-segmentation tensorflow
Added: about 1 year ago - Last Synced: 11 months ago - Created: April 19, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits:
  • Committers:
  • Issues: 21
  • Pull Requests: 85
https://github.com/gregor-mendel-institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images
arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow
Added: about 1 year ago - Last Synced: 11 months ago - Created: February 13, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Nextflow
  • Commits:
  • Committers:
  • Issues: 16
  • Pull Requests: 49
https://github.com/ze-yang/lgkd

[ICCV 2023] Official implementation for "Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds".
3d-point-clouds continual-learning continual-semantic-segmentation knowledge-distillation pytorch semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 18, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 52
  • Committers: 3
  • Issues: 1
  • Pull Requests: 0
  • Owner: Ze-Yang
  • Stars: 21
  • Forks: 1
  • Packages: 0
https://github.com/kili-technology/kili-python-sdk

Simplest and fastest image and text annotation tool.
annotation annotation-tool-offline annotation-tool-online bounding-box computer-vision-annotation-tool data-annotations document-annotation-tool image-annotation-tool image-labeling image-texte-video-classification labeling labeling-tool semantic-annotation semantic-segmentation text-annotation-tool text-labeling texte-video-classification video-classification
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 03, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 2204
  • Committers: 73
  • Issues: 5
  • Pull Requests: 480
https://github.com/openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINOβ„’ inference
bert classification compression deep-learning hawq mixed-precision-training mmdetection nlp object-detection onnx openvino pruning pytorch quantization quantization-aware-training semantic-segmentation sparsity tensorflow transformers
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 13, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1778
  • Committers: 67
  • Issues: 61
  • Pull Requests: 797
  • Owner: openvinotoolkit
  • Stars: 772
  • Forks: 197
  • Packages: 2
  • Downloads: 71,044
https://github.com/QingyongHu/RandLA-Net

πŸ”₯RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
3d-vision computer-vision s3dis semantic-segmentation semantic3d semantickitti
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 25, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 48
  • Committers: 4
  • Issues: 118
  • Pull Requests: 4
  • Owner: QingyongHu
  • Stars: 1245
  • Forks: 317
  • Packages: 0
https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor

Web labeling tool for bitmap images and point clouds
image-labeling image-labeling-tool labeling-tool machine-learning manual-annotations pcd pointcloud semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 25, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: JavaScript
  • Commits: 64
  • Committers: 9
  • Issues: 143
  • Pull Requests: 39
https://github.com/csailvision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
ade20k pytorch scene-recognition semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 07, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 237
  • Committers: 13
  • Issues: 88
  • Pull Requests: 15
  • Owner: CSAILVision
  • Stars: 4830
  • Forks: 1080
  • Packages: 1
  • Downloads: 144
https://github.com/dsgoficial/pytorch_segmentation_models_trainer

Framework to train semantic segmentation models on Pytorch using yaml config files
hydra pytorch pytorch-lightning semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 22, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 589
  • Committers: 4
  • Issues: 2
  • Pull Requests: 98
  • Owner: dsgoficial
  • Stars: 15
  • Forks: 1
  • Packages: 0
https://github.com/opengvlab/internvl

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. ζŽ₯θΏ‘GPT-4Vθ‘¨ηŽ°ηš„ε―ε•†η”¨εΌ€ζΊε€šζ¨‘ζ€ε―Ήθ―ζ¨‘εž‹
gpt gpt-4o gpt-4v image-classification image-text-retrieval llm mme multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 22, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 16
  • Committers: 2
  • Issues: 194
  • Pull Requests: 30
  • Owner: OpenGVLab
  • Stars: 3437
  • Forks: 267
  • Packages: 2
https://github.com/BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines
biomedical-image-processing classification computer-vision convolutional-neural-networks deep-learning denoising image-processing image-segmentation instance-segmentation machine-learning medical-imaging object-detection python pytorch segmentation self-supervised-learning semantic-segmentation super-resolution
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 28, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 1308
  • Committers: 15
  • Issues: 25
  • Pull Requests: 12
  • Owner: BiaPyX
  • Stars: 113
  • Forks: 27
  • Packages: 1
  • Downloads: 370
https://github.com/mberkay0/pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
backbone-models convnext convnext-unet densenet efficientnet pip pretrained-models pytorch regnet resnet semantic-segmentation timm unet vgg
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 10, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3
  • Committers: 1
  • Issues: 8
  • Pull Requests: 0
  • Owner: mberkay0
  • Stars: 37
  • Forks: 8
  • Packages: 0
https://github.com/oarriaga/paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
emotion-recognition face-recognition instance-segmentation keypoint-estimation object-detection pose-estimation semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 02, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3023
  • Committers: 36
  • Issues: 34
  • Pull Requests: 163
  • Owner: oarriaga
  • Stars: 568
  • Forks: 93
  • Packages: 1
  • Downloads: 229
https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch
deep-learning fully-convolutional-networks pytorch semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 22, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 181
  • Committers: 17
  • Issues: 94
  • Pull Requests: 10
  • Owner: meetps
  • Stars: 3376
  • Forks: 805
  • Packages: 0
https://github.com/wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)
deep-learning image-visualization instance-segmentation object-detection semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 26, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 653
  • Committers: 7
  • Issues: 14
  • Pull Requests: 50
  • Owner: wkentaro
  • Stars: 238
  • Forks: 30
  • Packages: 2
  • Downloads: 21,757
https://github.com/HumanSignal/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 19, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: JavaScript
  • Commits: 3307
  • Committers: 127
  • Issues: 306
  • Pull Requests: 587
  • Owner: HumanSignal
  • Stars: 16367
  • Forks: 2018
  • Packages: 0
https://github.com/neuronets/nobrainer

A framework for developing neural network models for 3D image processing.
machine-learning medical-imaging neuroimaging semantic-segmentation tensorflow
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 16, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 777
  • Committers: 23
  • Issues: 40
  • Pull Requests: 93
  • Owner: neuronets
  • Stars: 150
  • Forks: 46
  • Packages: 1
  • Downloads: 73
https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images
deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 01, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 151
  • Committers: 4
  • Issues: 6
  • Pull Requests: 16
  • Owner: volume-em
  • Stars: 1
  • Forks: 0
  • Packages: 2
  • Downloads: 208
https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy
deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders
Added: over 1 year ago - Last Synced: 11 months ago - Created: September 04, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1262
  • Committers: 8
  • Issues: 14
  • Pull Requests: 69
  • Owner: pycroscopy
  • Stars: 181
  • Forks: 37
  • Packages: 2
  • Downloads: 530
https://github.com/sebi06/napari-czann-segment

Semantic Segmention and Image2Image using DeepLearning ONNX models packaged as *.czann files.
apeer czmodel deep-learning image2image microscopy onnxruntime python semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 18, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 73
  • Committers: 4
  • Issues: 1
  • Pull Requests: 6
  • Owner: sebi06
  • Stars: 7
  • Forks: 1
  • Packages: 2
  • Downloads: 115
https://github.com/labelmeai/labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 09, 2016

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1395
  • Committers: 67
  • Issues: 97
  • Pull Requests: 107
  • Owner: labelmeai
  • Stars: 12486
  • Forks: 3273
  • Packages: 0
https://github.com/yoshitomo-matsubara/sc2-benchmark

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
coco image-classification imagenet knowledge-distillation object-detection pascal-voc pytorch semantic-segmentation split-computing supervised-compression
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 24, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 246
  • Committers: 4
  • Issues: 2
  • Pull Requests: 119
https://github.com/rwightman/efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
efficientdet efficientnet object-detection pytorch semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 26, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 161
  • Committers: 8
  • Issues: 82
  • Pull Requests: 19
  • Owner: rwightman
  • Stars: 1551
  • Forks: 291
  • Packages: 1
  • Downloads: 272,094
https://github.com/yasserben/clouds

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation
deep-learning detectron2 domain-adaptation domain-generalization foundation-models mask2former semantic-segmentation transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 15, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 4
  • Committers: 1
  • Issues: 2
  • Pull Requests: 0
  • Owner: yasserben
  • Stars: 46
  • Forks: 0
  • Packages: 0