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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

Python 100 Days ⭐ 2,502

出处：https://github.com/jackfrued/Python-100-Days.gi

Cnn_captcha ⭐ 2,477

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

Keras Flask Deploy Webapp ⭐ 1,165

😺 Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Picasso ⭐ 990

🎨 A CNN visualizer

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Tacotronv2_wavernn_chinese ⭐ 344

tacotronV2 + wavernn 实现中文语音合成(Tensorflow + pytorch)

Issue Label Bot ⭐ 313

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

Deepchatmodels ⭐ 311

Conversation models in TensorFlow. (website removed)

Openuba ⭐ 264

A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]

Object Detection Api ⭐ 259

Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Simple Ml Serving ⭐ 168

Simple step-by-step guide to deploying deep learning models to production.

Deep Learning Training Gui ⭐ 107

Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.

Api_ner ⭐ 101

API for Tensorflow model in Flask

Ova Server ⭐ 101

OpenVisionAPI server

Imageretrieval Tf ⭐ 92

基于tensorflow & tf-servering & flask 的图像检索

Phormatics ⭐ 79

Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)

Aksdeploymenttutorial ⭐ 75

Tutorial on how to deploy Deep Learning models on GPU enabled Kubernetes cluster

Tensorflow Lite Rest Server ⭐ 74

Expose tensorflow-lite models via a rest API using FastAPI

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

100daysofml ⭐ 67

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

Hands On Python Deep Learning For Web ⭐ 65

Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul

Psychopathology Fer Assistant ⭐ 62

[WINNER! 🏆] Psychopathology FER Assistant. Because mental health matters. My project submission for #TFWorld TF 2.0 Challenge at Devpost.

Cifar10cnnflask ⭐ 59

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.

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

Digit Recognizer Flask Cnn ⭐ 56

A simple Flask application that recognizes handwritten digits. Developed using TensorFlow and Keras.

Tensorflow_web_deploy ⭐ 53

Deploy tensorflow inception-v3 model as web service running on gunicorn/flask instead of grpc.

Diagnosispredictor ⭐ 43

Predicts chronic diseases using a patient's previous history

中文命名实体识别& 中文命名实体检测 python实现基于字+ 词位分别使用tensorflow IDCNN+CRF 及 BiLSTM+CRF 搭配词性标注实现中文命名实体识别及命名实体检测

Virtual Try On Flask ⭐ 38

Virtual Try-on Network on Flask 基于深度学习的虚拟试衣

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Tensorflowjsclientsideprediction ⭐ 34

An example of a client side prediction made with TensorFlowJS

Face Recognition With Liveness Web Login ⭐ 34

Face Recognition Web application Login with liveness detection for Anti-Spoofing

Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.

Image Search Engine ⭐ 34

End-to-end image search engine based on the Deep learning techniques.

Flask Object Detection ⭐ 31

Frontend and backend separated object detection demo build with Flask, TensorFlow.

Inception Resnet Flask Demo ⭐ 31

Simple (and unsafe) TensorFlow Inception-ResnetV2 Demo with Flask

An application that recommends personalised skincare and makeup products based on the skin metrics inferred from user's selfie using computer vision algorithms.

Parsey Mcparseface Server ⭐ 27

[Archive] A simple Python Flask app to run Parsey McParseface.

Vehicles Counting Yolov4 Deepsort ⭐ 27

A project for counting vehicles using YOLOv4 + DeepSORT + Flask + Ngrok + TF2

Cat Vs. Dog Classifier ⭐ 26

Image Classifier with Flask and Keras CNN

Voice_chatbot ⭐ 26

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

Facenet Caffe ⭐ 24

facenet recognition and retrieve by using hnswlib and flask, convert tensorflow model to caffe

Lstmrnnstockr ⭐ 24

(1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the network's hyper-parameters are provided through './mmodel/experiment.py'. (3) a website is built using this prediction model as engine with Flask and MySQL.

Scrapsort ⭐ 24

A convnet classifier and hardware device to automatically sort recycling materials.

Flask Deep Learning Nlp Api ⭐ 23

Flask API to productize a document classification model. Classification model was built using Keras with tensorflow backend

Bert_in_a_flask ⭐ 23

A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.

Hello Ai ⭐ 23

AI, Tensorflow, Inceptionv3, AI as a Service, Flask

Network Pipeline ⭐ 23

Network traffic data pipeline for real-time predictions and building datasets for deep neural networks

Imessage Chatbot ⭐ 23

💬 Recurrent neural network -- generates messages in your style of speech! Trained on imessage data. Sqlite3, TensorFlow, Flask, Twilio SMS, AWS.

Flask Uwsgi Tensorflow ⭐ 22

Example of serving a TensorFlow model with Flask and UWSGI

Flaskobjectdetection ⭐ 22

Flask Object Detection - TensorFlow

UEBA Solution for Insider Security. This repo is archived. Thanks!

Medicare Prime ⭐ 20

Prediction or detection of various medical ailments

Electronic component detection, identification and recognition system in realtime from camera image using react-native and tensorflow for classification along with Clarifai API with option to search the component details from web with description shown from Octopart fetched from server

Face Mask Detection Web App Flask Python ⭐ 20

Spectrum ⭐ 20

Spectrum is an AI that uses machine learning to generate Rap song lyrics

Tf Hack2.0 ⭐ 20

⚡#PoweredByTF 2.0 Challenge! [ /w @inishchith ]

Pyconco20 ⭐ 20

Official repository containing my workshop "Deep Learning as a Service – Building cloud-based intelligent solutions" for PyCon Colombia 2020.

Tensorflask ⭐ 19

Simple example hosting TensorFlow model as Flask service

Deep Learning Gpu Env ⭐ 18

keras2+tensorflow+jupyter+flask+openslide+node+npm

C22 098 Fruity Website ⭐ 18

🍏 Capstone Project of MSIB Dicoding 2022 Cycle 3. We plan to build a machine learning model to predict fresh fruit. That way, users are expected to be able to easily separate between fresh and rotten fruit.

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

Bird_watch ⭐ 17

A Deep Learning based Bird Image Identification System

Shakespeare Lstm ⭐ 17

a Keras neural network trained to write Shakespearean sonnets, with a Flask web interface

Hass Google Coral ⭐ 16

RETIRED - instead use https://github.com/robmarkcole/HASS-Deepstack-obje

Python Graphql Nlp Transformers ⭐ 16

Code for building GraphQL API with Flask for serving machine learning models with additional notebooks with examples from ML/NLP space

This is the Project by Team Missing Colon for the HackSRM3.0 2020.

Deeplearning_flask ⭐ 16

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions

Python Tensorflow Webapp ⭐ 16

Emerging Technologies Project - 4th Year 2017

Loan Risk Neural Network ⭐ 15

Loan Risk Prediction Neural Network and API

Plant Safe ⭐ 15

Deep learning based plant disease detection cross-platform mobile application.

Infinalys2 ⭐ 15

An AI capable of doing predictions on stocks on multiple time intervals

Tensorflow Emotion Text Detector ⭐ 15

This is an app that comprises of dockerized tensorflow serving model and flask-react server that communicate together using docker-compose to predict the emotion of a text

Deep Api ⭐ 14

deep learning algorithm web api services using tensorflow, flask, react and redux

Dog Cat Classification ⭐ 14

This is a Flask app that can classify images of dog and cat. The underlying model is a CNN trained using Keras framework

Ai Deep Learning For Phishing Url Detection ⭐ 14

AI: Deep Learning for Phishing URL Detection

Face Recognition App Tutorial ⭐ 14

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

Webapp For Breast Cancer Detection ⭐ 13

A web app for breast cancer detection (Under Development)

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.

Seq2seq Chatbot ⭐ 13

Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server

Gpt2 App ⭐ 13

A Flask Web App for Generating Text with GPT-2

Tic Tac Toe Machine Learning Using Reinforcement Learning ⭐ 12

A Python Program to implement Machine Learning for the Game Tic Tac Toe (3x3) using Reinforcement Learning (Q learning technique) and tensorflow.

Artistia ⭐ 12

A unified ML platform for Image Transformation (style transfer, image colorization, sketching and pixelating)

Learn Tensorflow ⭐ 12

Make Smart Things with TensorFlow

Kitchenware_classification ⭐ 11

Classify images of different kitchenware items

Depression Chatbot ⭐ 11

Feeling Depressed? Feeling Suicidal? Want to give up? Try Depression-Chatbot!

Analyze Turkish Sentiment ⭐ 11

Sentiment Analysis on Turkish Texts using LSTM with Keras

Healthcare Ai Webapp ⭐ 11

AltairCare is a machine learning/deep learning web app for disease diagnosis and prediction

Document Classification ⭐ 11

Image classifier based on the Inception model to get predictions on documents

The Deeplearning Bot ⭐ 10

A intelligent bot made using NLP and Deep Learning with API endpoints for interaction.

Rate My Plate ⭐ 10

Rate My Plate, Twitter Bot to rate the environmental impact of your food.

Official tensorflow implementation of "DHSGAN: An End to End Dehazing Network for Fog and Smoke"

Automatic_background_removal ⭐ 10

A Web API for automatic background removal using Deep Learning.

ONCO is a cancer diagnosis/prognosis mobile application focused on the 3 main cancers of the thoracic region (Breast, Lung & Skin)

Tensorflow Object Detector ⭐ 9

Rudimentary flask web service that wraps the Tensorflow Object Detection API.

Crack_detection ⭐ 9

Concrete Crack Detection for Structural Audit

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