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101 search results found
Deep Learning In Production
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4,138
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Keras Flask Deploy Webapp
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1,173
😺 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.
Picasso
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990
🎨 A CNN visualizer
Sis
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476
Simple image search engine
Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis
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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
Hualos
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359
Keras Total Visualization project
Issue Label Bot
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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"
Simple Keras Rest Api
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313
A simple Keras REST API using Flask
How_to_deploy_a_keras_model_to_production
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265
This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube
Hey Jetson
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189
Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Indian Paper Currency Classification
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145
Source code of Indian Paper Currency Classification 🔥
Face2data
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109
Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.
Bert_classifier
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95
bert文本分类,albert,keras_bert,bert4keras,kashgari,fas + uwsgi + keras部署模型,时间实体识别,tfidf关键词抽取,tfidf文本相似度,用户情感分析
Phormatics
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79
Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)
Emnist
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73
A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.
100daysofml
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67
100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building
Kelime_kok_ayirici
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66
Derin Öğrenme Tabanlı - seq2seq - Türkçe için kelime kökü bulma web uygulaması - Turkish Stemmer (tr_stemmer)
Hands On Python Deep Learning For Web
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65
Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul
Digit Recognizer Flask Cnn
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56
A simple Flask application that recognizes handwritten digits. Developed using TensorFlow and Keras.
Real Time Face Expression Recognition
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43
Face expression recognition app with Keras, Flask and OpenCV
What Digit You Write
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37
🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.
Emotion Music Recommendation
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31
Flask web app for recommending music based on your facial expressions using FER 2013 dataset and Spotify api
Group Emotion Recognition
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30
Group Emotion Recognition using deep neural networks and Bayesian classifiers.
Nlpapp
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29
tensorflow ,keras ,bert ,flask ,nlp, machine reading , translater,seq2seq
Deploy Ml Model
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28
Cat Vs. Dog Classifier
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26
Image Classifier with Flask and Keras CNN
Voice_chatbot
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26
Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.
Keras Sentiment Analysis Web Api
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24
Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN
Lstmrnnstockr
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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.
Flask Deep Learning Nlp Api
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23
Flask API to productize a document classification model. Classification model was built using Keras with tensorflow backend
Bert_in_a_flask
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23
A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.
Network Pipeline
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23
Network traffic data pipeline for real-time predictions and building datasets for deep neural networks
Pedestrian Detection On Yolov3_research And App
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22
🎓 2020 Undergraduate Graduation Project in Jiangnan University ALL codes including Data-convert, keras-Train, model-Evaluate and Web-App
Uba
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22
UEBA Solution for Insider Security. This repo is archived. Thanks!
Spectrum
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20
Spectrum is an AI that uses machine learning to generate Rap song lyrics
Rugby Score Prediction
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20
An end-to-end machine learning web app to predict rugby scores (Pandas, SQLite, Keras, Flask, Docker)
Face2u
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19
keras cnn和face-api.js实现的人脸识别与情绪分类
Deep Learning Gpu Env
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18
keras2+tensorflow+jupyter+flask+openslide+node+npm
Android Malware Detection
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18
Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)
Shakespeare Lstm
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17
a Keras neural network trained to write Shakespearean sonnets, with a Flask web interface
Book Ml
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17
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
Aarogya Bot
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17
First Prize Winner in HackOff-3.0 Siemens Healthineers Problem Statement number 3 on designing a Medical Chatbot.
Bird_watch
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17
A Deep Learning based Bird Image Identification System
Deeplearning_flask
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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
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16
Emerging Technologies Project - 4th Year 2017
Nsfw V2
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16
NSFW Image Detector with REST interface developed using Keras and Flask
Cap Bot
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16
This is the Project by Team Missing Colon for the HackSRM3.0 2020.
Deep Learning Pneumonia Detection Web App
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15
A flask/gunicorn based Heroku web app for pneumonia detection
Loan Risk Neural Network
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15
Loan Risk Prediction Neural Network and API
Keras Flask Deployment
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14
Facial Expression Recognition
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14
Facial Expression Recognition with Keras
Dog Cat Classification
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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
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14
AI: Deep Learning for Phishing URL Detection
Data Science
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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.
Keras Rest Api
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13
A scalable Flask API to interact with a pre-trained Keras model.
Learn Tensorflow
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12
Make Smart Things with TensorFlow
Cnn Image Retrieval Sotu
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11
CNN Based Image Retrieval. SoTu
Analyze Turkish Sentiment
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11
Sentiment Analysis on Turkish Texts using LSTM with Keras
Gomoku Zero
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11
A gomoku AI based on Alpha Zero paper.
Kitchenware_classification
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11
Classify images of different kitchenware items
Image Classifier
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10
Keras Image Classifier, transfer learning using pretrained CNN, "RestNet50".
Deploy_mnist_classification_using_flask
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10
In this repository, we will see how to classify MNIST Handwritten digits using Keras and then deploy the model using flask to make predictions in web browser
Onco
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10
ONCO is a cancer diagnosis/prognosis mobile application focused on the 3 main cancers of the thoracic region (Breast, Lung & Skin)
Plant Disease Detection
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10
Remote Plant Disease Detection for Drones. [For AngelHacks Mumbai 2017]
Tuto_keras_web
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9
How to use keras in a web architecture
Digitizer
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9
Crack_detection
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9
Concrete Crack Detection for Structural Audit
Sih Safe Driving
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9
This was my team's product for Grand Finale of Smart India Hackathon,2019
Keras Flask Webapp
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9
Amazon Captcha Solver
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9
A TensorFlow (Deep Learning - CNN) based solution for tackling captcha when collecting data from Amazon.
Stress_detector
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9
API to detect Stress through real-time facial recognition using Deep learning and CNN
Irrigreat
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8
Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendation and pesticide recommendation.
Flask Keras Docker Demo
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8
deploying a Keras ResNet model with Flask and Docker for subsequent monitoring in production
Doodle Classifier
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8
Watch a neural network recognize hand-drawn fruits
Forest Fire Predictor
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8
Predict the damage done by forest fires using Deep Learning.
Model Serving
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8
A tensorflow-serving model server via HTTP.
Coref Web Platform
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7
Site for testing a coreference resolution system on a user-friendly web interface.
Music Rec
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7
Music Recommendation Service
Hachi
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7
Dog's breed Classifier and Similar Dogs search engine. A Flask app to classify Dog's type and Find similar dogs.
Quickdraw 10 Cnn Classifier
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7
🎑 Quickdraw 10 classes classification with machine learning and serve as a website playground
Longsword Stance Restful Service
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7
Longsword Stance RESTful Service Working demo: https://www.youtube.com/watch?v=v7hvOyPQ0EM Longsword Stance RESTful Service: Invokes prediction results with real-time multivariate time series data. Using Flask and python, the pre-trained bidirectional LSTM deep learning model is loaded to memory. RESTful post request containing real-time rows of IMU data can be used to classify the longsword movement stance. Information on the classification confidence and execution time in milliseconds is also
Flair Detector
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7
This repo contains code for a Flair Detector made as a submission for MIDAS Internship task
Sentiment_predictor
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7
http://sentipred.heroku.com
Pneumonia X Rays Of Human Lungs Ai Project
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7
This projects includes both back-end (Keras, Flask with dependencies) and front-end/deployement (HTML, CSS, JS) parts. The project perform X-rays of human lungs classifiaction using Convolutional Neural Networks with automated image pre-processing and internal procedures. Saved files of inspected models are saved on specific folders in project directory.
Souqnet App
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6
Simple image recognition application using Flask and Keras/TF
Facial Login Web
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6
Web based facial Authentication system with flask server
Auto Grade
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6
Converting handwritten answers to text using Handwriting recognition technique and grading them accordingly.
Deep_visualization_neural_networks_web_app
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6
Easy way to visualize convolutional neural networks, through two visualizations : Reason & MaxOut. Final version : web app.
Dsi_capstone_3
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6
Neural Machine Translation: Explaining The Meaning Behind Lyrics (DSI Final Capstone Project)
Tchatbot Api
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6
A Flask REST API to serve trained ChatBots using Tensorflow Serving and Docker Containers
Dl Pipeline
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5
Deploy Deep Learning algorithms with Flask and AWS Lambda
Mobilenet_web_application
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5
Use Flask framework and fine-tunning MobileNet weights from Keras to build an simple AI web application.
Image Captioner
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5
Generates suitable captions for the images of people and animals input by the user.
Facial Expression Recognition
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5
Facial Expression Recognition using Neural Netwroks
Awesome Machine Learning Deep Learning Deployment
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5
Awesome Machine learning Deep learning Deployment
Easycam
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5
📸 Share your DSLR camera images easily built in LauzHack'19
Gender Classification
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5
this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)
Pilldex
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5
A pill recognition REST API using Convolutional Neural Networks.
Anr_ml_docker
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5
This repository contains the necessary elements (code and artifacts) to build a Machine Learning container suitable to execute all the ML exercises of the AnR course.
Imdb Sentiment Analysis
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5
Sentiment analysis on IMDb movie reviews
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