Popular GitHub Repositories for Shapes

StarDist - Object Detection with Star-convex Shapes

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

Context Free is a program that generates images from written instructions called a grammar. The program follows the instructions in a few seconds to create images that can contain millions of shapes.

Implicit Geometric Regularization for Learning Shapes

Face Renderer to perform Domain (Face) Specific Data Augmentation

Generative Adversarial Networks and Autoencoders for 3D Shapes

Official code release for ICCV 2021 paper SNARF: Differentiable Forward Skinning for Animating Non-rigid Neural Implicit Shapes.

? Object detection of abstract shapes with neural networks

Official implementation for the NeurIPS 2020 paper Neural Non-Rigid Tracking.

Rewriting Geometric Rules of a GAN: Warp a GAN model to customized, out-of-domain shapes.

[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

single 3D shape diffusion model

Web-first SDK that provides real-time ARKit-compatible 52 blend shapes from a camera feed, video or image at 60 FPS using ML models.

Local text-driven editing of 3D shapes with Cascaded Score Distillation

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

Neural Network to detect 2D shapes

The implementation of "Learning a Hierarchical Latent-Variable Model of 3D Shapes" [3DV 2018].

Tensor-like types – with variadic shapes – that support both static and runtime type checking, and convenient parsing

Using Simulated Annealing, Hill Climbing, and Genetic Algorithms to recreate images using shapes ? ?

A small database to test different machine learning tasks. It contains simple shapes of different colors.