Yun Chen

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Companion code for a Chinese-language PyTorch book covering neural network basics through hands-on projects including image classifiers, anime portrait GANs, poem generators, and object detection.

A simplified implemention of Faster R-CNN that replicate performance from origin paper

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections (Python3/PyTorch)

PyTorch baseline for AI challenger Scene classification

Reimplement DSOD: Learning Deeply Supervised Object Detectors from Scratch.

Posters for all 235 cvpr2023 highlight papers

天池医疗AI大赛

posters for all CVPR2024 Award papers (Highlight and Oral)

A minimalist (educational) implementation of Latent Diffusion Models (LDM) with PyTorch distributed training.

Implemention of "Realtime Multi Person Pose-Estimation" in pytorch with data from AI Challenger

A minimal implementation of GSPO (Group Sequence Policy Optimization)

A sample html to compare two videos with slider animation using

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最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

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An IPython Notebook tutorial on deep learning, with an emphasis on Natural Language Processing

the homework of cs231n -2016

A minimal implementation of AlphaGo

Project based PyTorch tutorials, focused on using neural networks (especially RNNs) for natural language tasks

Scrapy project to scrape public web directories (educational)

Open MMLab Detection Toolbox with PyTorch 1.0

The POX Controller

The user-friendly command line shell.

an abstraction to train neural networks

PyTorch3d is FAIR's library of reusable components for deep learning with 3D data.

Use GitHub Copilot to complete lines in iPython

📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

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Tensors and Dynamic neural networks in Python with strong GPU acceleration

The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv

Project for paper "Learning 3D Human Dynamics from Video"

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

A PyTorch Implementation of Single Shot MultiBox Detector.

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The solution of team 'grt123' in DSB2017

Datasets, Transforms and Models specific to Computer Vision

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An intelligent block matrix library for numpy, PyTorch, and beyond.

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Mirror of Apache Spark

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my java homework

deeplearning_code

Stanford Unsupervised Feature Learning and Deep Learning Tutorial