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architectural-layering-gh

Segmentation of architectural elements in a 3D model with Supervised Learning in Grasshopper and Rhinoceros

automatic-revit-opening

Automated Window Placement in a Revit Room

conviz

An example of visualization of weights and output of convolutional layers

dijkstra-shortest-path-gh

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

ghpythonremote

A two-way connector to use regular Python from IronPython in Rhino/Grasshopper, and vice-versa.

ironpython-stubs

Autocomplete stubs for common IronPython/.NET libraries

keras

Deep Learning for humans

ladybug

:beetle: Ladybug is an environmental plugin for Grasshopper.

marching-cubes-gh

Marching Cubes Implementation for Grasshopper and Rhinoceros

numpy-stl

Simple library to make working with STL files (and 3D objects in general) fast and easy.

openplan

openscad

OpenSCAD - The Programmers Solid 3D CAD Modeller

planto3d

Web app for automated 3D housing model generation from architectural drawings using ML

py_img_seg_eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

road_lane_line_detection

Find lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms

sceneparsing

Development kit for MIT Scene Parsing Benchmark

solidpython

A python frontend for solid modelling that compiles to OpenSCAD

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

tf-keras-segnet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

trimesh

Python library for loading and using triangular meshes.

unet

unet for image segmentation