Stars
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
[NeurIPS Challenge Rank 3rd] The codes and related files to reproduce the results for Image Similarity Challenge Track 2.
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥
Official PyTorch Implementation of Correlation Verification for Image Retrieval, CVPR 2022 (Oral Presentation)
A python library for decision tree visualization and model interpretation.
Google 开源项目风格指南 (中文版)
The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
[CVPR 2023] Label-Free Liver Tumor Segmentation
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
Pretrained bag-of-local-features neural networks
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
Compute CNN receptive field size in pytorch in one line
A technical report on convolution arithmetic in the context of deep learning
personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov mom…
This repository contains the material from the paper "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"
Source code for the paper: "Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes.", IEEE Access
This is a code repository for pytorch c++ (or libtorch) tutorial.
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
As part of the Explainable AI Toolkit (XAITK), XAITK-Saliency is an open source, explainable AI framework for visual saliency algorithm interfaces and implementations, built for analytics and auton…
《Effective Modern C++》- 完成翻译
《剑指Offer：名企面试官精讲典型编程面试题》第二版源代码
DALL·E Mini - Generate images from a text prompt
Master programming by recreating your favorite technologies from scratch.