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3d-cnn-pytorch

PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).

basnet

Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection

cloth-simulation

This is an interactive cloth simulation based on a spring-damper system. One implementation in Matlab and one in Processing. The local processing application is based on Java and the online version (with lower FPS) is based on Javascript.

csf

LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation

csftools

Tools to processing LiDAR point cloud

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning.ai-andrewng

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepusps

"DeepUSPS: Deep Robust Unsupervised Saliency Prediction with Self-Supervision"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hyperspectral-classification

Hyperspectral-Classification Pytorch

hyperspectral-image-classification-models

收录及复现的高光谱遥感图像分类模型

loveda

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

machine_learning_derivation

notes of machine learning algorithm derivation

magzine-collecton

收集原版英文杂志并提供下载

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pybamm

Fast and flexible physics-based battery models in Python

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorchtutorial

PyTorch Tutorials from my YouTube channel

qtkittivisualizer

recurrent-pixel-embedding-for-instance-grouping

CVPR2018 - pixel embedding & grouping for structured prediction, e.g., instance segmentation

rit-18

High-Resolution Multispectral Dataset for Semantic Segmentation

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr-pytorch

An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

the-economist-ebooks

经济学人(含音频)、纽约客、自然、新科学人、卫报、科学美国人、连线、大西洋月刊、国家地理等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新.

toronto-3d

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

unsupervised-classification-

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]