deep learning for image processing including classification and object-detection etc.
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Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
3D medical imaging reconstruction software
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
PyTorch Connectomics: segmentation toolbox for EM connectomics
A tool for cell instance aware segmentation in densely packed 3D volumetric images
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
Toolbox for the analysis of smFISH images.
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
Accurate segmentation of bacterial microscope images using deep learning synthetically generated image data.
Panoptic segmentation algorithms for 2D and 3D electron microscopy images