Projects

Updated 5 months ago

detectree2 • Rank 11.9 • Science 59%

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Updated 6 months ago

orca • Rank 0.0 • Science 44%

ORCA: Oceanic Recognition & Classification Application for sea-life analysis systems.

detectron2 fish-detection marine-biology marine-robotics object-detection python3 rcnn rcnn-model research-project research-tool segmentation torch torchvision

Updated 5 months ago

https://github.com/rybakov-ks/particleanalyzer • Rank 8.0 • Science 26%

A Computer Vision-based tool for automatic segmentation and size analysis of particles in Scanning Electron Microscope (SEM) images.

computer-vision data-analysis deep-learning detectron2 electron-microscopy image-segmentation materials-characterization microscopy-images nanotechnology object-detection particle-analysis scanning-electron-microscopy scientific-research sem sem-image-analysis yolo

Updated 6 months ago

aapi_code • Science 26%

A local application frontend and a backend server based on U-Net and Dectectron2 as a solution to the auto annotation of pathology images (Columbia Data Science Institute Fall 2020 Capstone Project)

asap data-augmentation detectron2 image-segmentation unet-pytorch

Updated 6 months ago

detectron2deepsortplus • Science 26%

:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset

deep-sort-tracking detectron2 egocentric-vision first-person-vision fpv hand-detection hand-segmentation hand-tracking rehabilitation

ecosyste.ms

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Open Source Science

detectree2 • Rank 11.9 • Science 59%

orca • Rank 0.0 • Science 44%

https://github.com/rybakov-ks/particleanalyzer • Rank 8.0 • Science 26%

aapi_code • Science 26%

detectron2deepsortplus • Science 26%