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Open Sustainable Technology

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/openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINO™ 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/charlesq34/frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data
3d deep-learning object-detection point-cloud robotics
Added: over 1 year ago - Last Synced: 11 months ago - Created: April 05, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 38
  • Committers: 2
  • Issues: 97
  • Pull Requests: 3
  • Owner: charlesq34
  • Stars: 1537
  • Forks: 534
  • Packages: 0
https://github.com/efkandurakli/roofdetective-dfc-2023

RoofDetective team's solutions for the IEEE DFC 2023 Track 1
iee-dfc-2023 instance-segmentation mmdetection multi-modal object-detection roof-detection sar
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 05, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 24
  • Committers: 3
  • Issues: 0
  • Pull Requests: 1
https://github.com/yihong1120/yolov8-license-plate-insights

This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI integration, enabling versatile real-world applications like vehicle identification, traffic monitoring, and geospatial analysis while capturing vital media metadata for enhanced insights.
computer-vision data-augmentation deep-learning gcp geospatial-analysis license-plate-recognition machine-learning media-metadata ml object-detection ocr opencv optical-character-recognition python pytorch traffic-monitoring ultralytics vehicle-identification vision-ai yolov8
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 02, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 59
  • Committers: 2
  • Issues: 2
  • Pull Requests: 0
https://github.com/fcjian/promptdet

PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022
clip computer-vision eccv2022 novel-categories object-detection prompt-learning pseudo-labeling regional-prompt self-training vocabulary web-image zero-shot-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 28, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 41
  • Committers: 8
  • Issues: 15
  • Pull Requests: 0
  • Owner: fcjian
  • Stars: 155
  • Forks: 6
  • Packages: 0
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/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/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/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/foundationvision/glee

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale
foundation-model interactive-segmentation object-detection open-vocabulary-detection open-vocabulary-segmentation open-vocabulary-video-segmentation open-world referring-expression-comprehension referring-expression-segmentation referring-video-object-segmentation segment-anything tracking video-instance-segmentation video-object-segmentation zero-shot-object-detection
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: 9
  • Committers: 2
  • Issues: 8
  • Pull Requests: 2
https://github.com/z-mahmud22/mask-rcnn_tf2.14.0

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.12
computer-vision convolutional-neural-networks deep-learning instance-segmenation keras keras-tensorflow mask-rcnn object-detection python tensorflow2
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: 43
  • Committers: 1
  • Issues: 4
  • Pull Requests: 0
  • Owner: z-mahmud22
  • Stars: 30
  • Forks: 15
  • Packages: 0