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80 stars written in Python
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Machine learning, in numpy

Python 16,265 3,782 Updated Oct 29, 2023
Python 8,029 2,300 Updated Feb 16, 2026

AI Toolkit for Healthcare Imaging

Python 7,857 1,423 Updated Feb 16, 2026

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

Python 7,512 956 Updated Apr 5, 2018

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

Python 6,798 2,064 Updated Aug 7, 2024

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Python 5,343 1,493 Updated Nov 30, 2023

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Python 5,063 1,108 Updated Jan 15, 2024

Visual localization made easy with hloc

Python 3,954 726 Updated Dec 10, 2025

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Python 3,602 929 Updated Aug 26, 2022

Papers and Datasets about Point Cloud.

Python 2,885 326 Updated Aug 30, 2024
Python 2,840 528 Updated Jun 22, 2024

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Python 2,341 636 Updated Mar 23, 2023

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…

Python 2,182 455 Updated Nov 27, 2025

SECOND for KITTI/NuScenes object detection

Python 1,781 717 Updated Oct 14, 2022

Computations and statistics on manifolds with geometric structures.

Python 1,450 285 Updated Feb 3, 2026
Python 1,399 221 Updated Feb 11, 2026

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…

Python 1,346 292 Updated Jun 17, 2024

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

Python 1,244 304 Updated Jan 2, 2023

[ICCV 2023 & ICLR 2026] VAD: Vectorized Scene Representation for Efficient Autonomous Driving

Python 1,229 142 Updated Jan 31, 2026

Implementations of selected inverse reinforcement learning algorithms.

Python 1,064 239 Updated Oct 21, 2022

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

Python 845 280 Updated Mar 16, 2019

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

Python 797 216 Updated Jul 19, 2023

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Python 748 201 Updated Jul 6, 2018

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

Python 593 86 Updated Feb 20, 2025
Python 486 93 Updated Jun 23, 2019

Reinforcement learning with unsupervised auxiliary tasks

Python 423 129 Updated Feb 13, 2019
Python 405 98 Updated Sep 21, 2022

[CVPR2020] Learning multiview 3D point cloud registration

Python 404 64 Updated Jul 22, 2020

Neural networks toolbox focused on medical image analysis

Python 373 76 Updated Feb 13, 2026

Back-propagatable PnP

Python 323 33 Updated Dec 28, 2020
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