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Deep Learning In Production ⭐ 4,138

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Chatbot ⭐ 3,252

ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GP

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Ml Web App ⭐ 261

Train and Deploy Simple Machine Learning Model With Web Interface on Jetson Nano

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

基于深度学习的肿瘤辅助诊断系统，以图像分割为核心，利用人工智能完成肿瘤区域的识别勾画并提供肿瘤区域的

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

ML-supported lo-fi music generator

Onnx Web ⭐ 156

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

Pytorch Flask Api ⭐ 155

Lecture Summarizer ⭐ 126

Lecture summarization with BERT

Portrait Matting Unet Flask ⭐ 109

Portrait Mating implementation in UNet with PyTorch.

Text Summarization ⭐ 76

Abstractive and Extractive Text summarization using Transformers.

Yolov7 Flask ⭐ 75

A Beautiful Flask Web API for Yolov7 (and custom) models

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

flask+seq2seq【TensorFlow1.0, Pytorch】 🎨 🎨 在线聊天机器人 https://mp.weixin.qq.com/s/VpiAmVSTin3ALA8MnzhCJA 或 https://ask.hellobi.com/blog/python_shequ/14486

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Deepstory ⭐ 53

Deepstory turns a text/generated text into a video where the character is animated to speak your story using his/her voice.

Cgan Face Generator ⭐ 46

Face generator from sketches using cGAN (pix2pix) model

Adversarial_lab ⭐ 45

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

Flask_pytorch ⭐ 41

using flask to run pytorch model

Plant_disease_detector ⭐ 40

AI powered plant disease detection and assistance platform currently available as an App and API.

Cnn Digit Recognition Webapp ⭐ 39

Handwritten Digit Recognition WebApp using pytorch and Flask.

Run AI prediction functions in Python apps. Register at https://fxn.ai

Yolov8 Flask Vue Deploy ⭐ 35

本科个人目标检测毕设

Ipcgans Pytorch ⭐ 35

An implementation of《Face Aging with Identity-Preserved Conditional Generative Adversarial Networks》

Websiteyolo ⭐ 34

The back-end for the YOLOv3 object detector running as a webapp

Doggonation ⭐ 33

A Canine-Centric Social Media Platform for AI-Powered NFTs and Charitable Giving, Powered by Appwrite

Age Gender ⭐ 29

Age and gender recognition using arcface and MLP.

Gpt 2 Flask Api ⭐ 28

OpenAI GPT-2 Flask API

Stylizeapp ⭐ 27

A flask website for style transfer

Meetup Content ⭐ 27

Entirety.ai Intuition to Implementation Meetup Content.

Water Classifier Fastai ⭐ 26

Deploy your Flask web app classifier on Heroku which is written using fastai library.

Machine Learning Image Annotation Tool

Farmer Call Center ⭐ 22

AI-based voice-assisted Contact Center for assisting Farmers for their problems.

Pytorch Flask Starter ⭐ 18

🐍+🔥This project is aimed to help Pytorch machine learning developers to quickly build a Flask web app in a Docker container ready to be deployed.

Anomaly Detection In Industry Manufacturing ⭐ 18

Pipeline training and inference Anomalib models UI in Anomaly Detection

Pytorch Flask Deploy Webapp ⭐ 18

This is a Flask + Docker deployment of the PyTorch-based Named Entity Recognition (NER) Model (BiLSTM-CRF) in the Medical AI.

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソース

Recsys_pipeline ⭐ 16

Build Recommender System with PyTorch + Redis + Elasticsearch + Feast + Triton + Flask. Vector Recall, DeepFM Ranking and Web Application.

The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.

Flask_model_deployment ⭐ 16

This is the official repo for the Heartbeat article, "The brilliant beginner's guide to model deployment: a clear and simple roadmap for getting your machine learning model out there and doing something cool"

Coronaxiv ⭐ 16

First Prize in HackJaipur Hackathon 2020 for Best ElasticSearch-based Product! Website: http://coronaxiv2.surge.sh/#/

Yolo Deepsort Flask ⭐ 14

Target detection and multi target tracking platform based on Yolo DeepSort and Flask.

Keras Flask Deployment ⭐ 14

Le Medicin ⭐ 14

Official Repository for Intra SRM-MIC hackathon-Team Silicon

Face Recognition App Tutorial ⭐ 14

A face recognition web app powered by Facenet model using Flask, OpenCV, Heroku

Data Science ⭐ 13

A repository to showcase the upskilling of self in theoretical & applied aspects of data science during the ongoing sabbatical of 23 months(Jan. 2022 - Nov 2023*) along with hand written notes. It's an "attempt" to pursue masters in data science using Internet as an open university.

Fish Code ⭐ 12

Application to detect objects and show results via a web interface or export to CSV.

Cancer Diagnosis And Early Detection ⭐ 12

A flask website for early cancer detection and diagnosis using machine learning

Face Recognition Convnext ⭐ 11

😉 Face Recognition using Convnext model + Flask

Cbir Deep Learning ⭐ 11

Content-Based Image Retrieval (CBIR) with deep learning and Elasticsearch.

Yolov5 Real Time Object Detection ⭐ 10

Real Time Object Detection using Yolov5 (custom or pre-trained model) deployed on web browser using Flask backend.

Pytorchflaskapp ⭐ 10

Flask application to support pytorch model prediction

I'm building an end-to-end Vietnamese Speech Recognition System. I'll deploy it into production with the help of Flask, Uwsgi, Nginx, and AWS ...

Textmage ⭐ 10

A website to generate images from text.

Virus Dna Classification Bert ⭐ 9

Classification of 6 viruses including covid-19 based on their DNA sequences using Transformers

Face Detection Flask Nginx Gunicorn Docker ⭐ 9

This is a minimal implementation of face-detection models using flask, gunicorn, nginx, docker, and docker-compose

Caption It ⭐ 9

Image Captioning Web Application with PyTorch and Flask - Implementation of "Show and Tell: A Neural Image Caption Generator"

Reconnaître la marque/modèle des véhicules dans une image

Styletransfer ⭐ 8

A real-time image style transfer project based on AdaIn and VGG network , python flask as frontend and HTML5 as backend , project of AI Introduction, a course of Peking Unicersity

Huihu Garbage Sort Miniprogram ⭐ 8

基于深度学习的垃圾分类小程序（慧湖垃圾通）

Manglish_lyrics_generator ⭐ 8

TinkerHub Build From Home || ML track

Fursuit Detector Web ⭐ 8

Detects fursuit (or any furry) pictures with AI

Text Classification ⭐ 7

🦑 中文文本分类（支持 API 部署）

Handwritten Tamil Character Recognition system using a convolutional neural network. Achieved 90% accuracy on the IWFHR Competition test set. Try the demo!

Chat Botv2 ⭐ 7

Deep Audioviz Experiments ⭐ 7

Audio Visualizations driven by Deep Learning

Benchmarks ⭐ 7

Comparing RedisAI with everything else

Interactiveannotation ⭐ 7

Interactive Annotation using Segment Anything for fast and accurate segmentation

Siamese_neural_network_ofhsv ⭐ 6

OfHSV project using VGG16 and siamese neural network. Very easy. 使用VGG16和孪生神经网络实现离线签名鉴别，极其简单

Issueslanguagemodel ⭐ 6

A Language model trained on a large corpus of GitHub Issues

Heyconstitution ⭐ 6

一款基于多模态信息融合的体质分析与膳食推荐微信小程序

Lyric_wave_architecture ⭐ 5

🎵 LyricWave - Your AI Music Composer 🎶 Compose Unique MP4 Songs Effortlessly! LyricWave uses AI to create personalized music by harmonizing lyrics with captivating melodies and synthetic vocals. Unleash your musical creativity today! 🚀🎶

Flower Classifier Web ⭐ 5

Flower Classifier App is an image recognition app written in Python using Flask and PyTorch.

HackMIT 2022. 2nd Place in Blockchain for Society sponsored by Jump Crypto. A revolutionary web application that leverages machine learning and blockchain technology to improve the crowdsourcing experience!

Objectdetection Platform ⭐ 5

It's an amazing Objection Platform, mainly attention Floating on water surface. This project original from my undergraduate design, which aim to construct a platform to detect floating on surface of river, sea and some water. and help my pass paper, haha.

Coolavatars ⭐ 5

A Robust Avatar Generator with a huge number of templates

Medchat_app ⭐ 5

Skinmitra ⭐ 5

Skinmitra is a skincare application which helps physicians, radiologists and patients in preliminary assessments of skin related diseases along with providing a daily feed of skin care routines.

A secure and scalable multi-factor authentication system including a client application, admin dashboard, and backend server

Dl Pipeline ⭐ 5

Deploy Deep Learning algorithms with Flask and AWS Lambda

川島のITスキルサロン（Python, Django, Flask, 機械学習深層学習から、Docker、ReactNativeスマホアプリ、ウェブ、IoTまで）

Object Detection Mobilenet Cv ⭐ 5

Real time Object detection giving all object detected : labels along with all bounding box predictions + Flask live hosted server

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