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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

captcha_automatic_identification

This is the final project of the course 'Advanced application of Tensorflow' with the GreekTime Tech company. Captcha is commonly used to tell computers and humans apart. In this project, we generate numerical captcha images, preprocess them, build the model and deploy the automatic identification service to the website.

client-system-spark

This is a smart client system based on spark. This is a on-going project. Currently I am learning spring framework.

compiled-opencvjs

OpenCV Modules Compiled to JS

cv

Di Wang's CV

daguan_nlp_text_classification_competition

Reaching the top 1% at this DaGuan NLP text classification competition. Competition details can be found at https://js.dclab.run/v2/cmptDetail.html?id=229.

deep-learning-tensorflow2

基于Tensorflow2的深度学习开源书籍

dive-into-deep-learning-pytorch-pdf

本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载

docker-react

This is a project for a bootcamp about docker and kubernetes where we deploy a random generated react code to aws.

facenet_learning

This is a homework from the first part of the tensorflow bootcamp. Our goal is to learn and implement the faceNet program.

faceswap

Deepfakes Software For All

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flaskdeploymentdemo

geektime-nlp-camp

This repository is built for my NLP Camp with the Geek Time company

global-wheat-detection

The top1%(20th) solution of Kaggle Global-Wheat-Detection

hadoop_mapreduce

This is the final project of my big data Bootcamp. I implemented a cluster(4 virtual machines) of hdfs (ha style) system and another yarn system(2 resource managers and 3 node manager with ha style). After building it, I wrote a topn java code and deployed it to my hadoop. This topn code is to find two days with the highest temperature in our dataset according to our learnt knowledge.

hands-on-computer-vision-with-tensorflow-2

Hands-On Computer Vision with TensorFlow 2, published by Packt

ibm_datascience_project

This repository is about the Coursera IBM Data Science Project, 'The Battle of Neighborhoods'.

java_web_project

This repository is for my java web projects. This java web boot camp is provided by www.imooc.com.

jingdong-nlp-bootcamp

This repository is for the NLP Camp from the Greedy Tech Company.

kaggle

kaggle competition's summary and learning notes

kaggle-global-wheat-detection

9th Place Solution of Kaggle Global Wheat Detection

learnt_code_module_for_different_job

This repository is for my collected and learnt code module for different problems.

mastering-computer-vision-with-tensorflow-2.0

Mastering Computer Vision with TensorFlow 2.0, published by Packt

multi-docker

This is a project of a bootcamp about docker and kubernetes where we deploy multi dockers(redis, postgresql, a written js source code for calculating fibonacci, and routing nginx)

multi-k8s

This is a project of a Kubernetes bootcamp on udemy.

retailer_saas_project_goods_shelf_detection_classification

This is my final tensorflow 2 project provided by Greektime technology Bootcamp. In this project, we use retina network to detect goods shelf and resnet 50 to classify goods. After that, we use flask to package our trained model into a saas web service. For deployment, we build our docker image and post it to docker hub. Since I move all my documents from google colab and dockers to github. The files are too big and I have to only update codes to github for future review. The file structure are not accessible anymore.

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

sparkbootcamp

This repository includes all my spark bootcamp's projects and homeworks

vae

a simple vae and cvae from keras