710 Open source projects that are alternatives of or similar to point-cloud-segmentation

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

A lean C++ library for working with point cloud data

A clean PointNet++ segmentation model implementation. Support batch of samples with different number of points.

Keras implementation for Pointnet

🚕 Fast and robust clustering of point clouds generated with a Velodyne sensor.

Grid-GCN for Fast and Scalable Point Cloud Learning

Pytorch framework for doing deep learning on point clouds.

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）

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

Papers and Datasets about Point Cloud.

deep learning for image processing including classification and object-detection etc.

Sandbox for training deep learning networks

Pytorch framework for doing deep learning on point clouds.

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

基于Tensorflow2开发的优秀扩展包及项目

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

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

3D Graph Neural Networks for RGBD Semantic Segmentation

Julia bindings for the displaz lidar viewer

Templated python inferface for Point Cloud Library (PCL) based on Cython

[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)

A tensorflow_2.0 implementation of SSD (Single Shot MultiBox Detector) .

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

Implementations of a rather simple version of the Iterative Closest Point algorithm in various languages.

Address book for computer vision models.

Working golang + tensorflow

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

Generative Adversarial Networks in TensorFlow 2.0

A Fast and Open Source Autonomous Perception System.

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

OpenCV .Net application supporting several RGBD cameras - Kinect, Intel RealSense, Luxonis Oak-D, Mynt Eye D 1000, and StereoLabs ZED 2

Edge TPU Accelerator / Multi-TPU / Multi-Model + Posenet/DeeplabV3/MobileNet-SSD + Python + Sync / Async + LaptopPC / RaspberryPi

Small-scale Tensor Processing Unit built on an FPGA

30th June, 2019 - 30th June, 2020. Robotics and Machine Intelligence Lab, The Hong Kong Polytechnic University. This work is supported in part by the Chinese National Engineering Research Centre for Steel Construction (Hong Kong Branch) at The Hong Kong Polytechnic University under grant BBV8, in part by the Research Grants Council of Hong Kong …

The official code repository for "TensorFlow in Action" by Manning.

[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

No description or website provided.

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.

Code for ECCV 2020 "DVI: Depth Guided Video Inpainting for Autonomous Driving"

TensorFlow 2.0 implementation of MAML.

Managed Machine Learning Systems and Internet of Things Live Lesson

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

The Geometry and Image-Based Bioengineering add-On for MATLAB

Roof Classification, Segmentation, and Damage Completion using 3D Point Clouds

Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)

Training neural networks in TensorFlow 2.0 with 5x less memory

Build English-Vietnamese machine translation with ProtonX Transformer. :D

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification'

State of the Art Neural Networks for Deep Learning

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

熊猫识别不定长验证码,基于tensorflow2.2(tensorflow2.3也可以运行)轻松就能练出不错的模型

Efficient 3D Deep Learning

TensorFlow Lite Model Makerで物体検出を行うハンズオン用資料です(Hands-on for object detection with TensorFlow Lite Model Maker)