jrieke/best-of-streamlit

🏆 A ranked gallery of awesome streamlit apps built by the community

best-of-streamlit

🏆  A ranked gallery of awesome streamlit apps built by the community.

This curated list contains 100 streamlit apps from 9 categories, ranked by Github stars (in total, the projects have 17K stars!). To add or update a project, please read the instructions at the end of this file. You can also browse other 🏆 best-of lists or create your own.

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🤖 General Machine Learning | 📚 Natural Language Processing | 👁️ Computer Vision | 🎵 Audio | 🔬 Science & Technology | 💰 Business & Economy | 🚀 Non-ML Apps | 🧰 Extensions & Components | 🎈 Official Demos

🤖 General Machine Learning

Traingenerator ⭐ 990 · Code A web app to generate template code for machine learning by @jrieke	FastAPI Model Serving ⭐ 110 · Code Simple web app example using streamlit and FastAPI to serve a PyTorch model by @davidefiocco	E2E ML App w/ PyTorch ⭐ 69 · Code An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku... by @madewithml
Torchserve Dashboard ⭐ 35 · Code Management Dashboard for Torchserve by @cceyda	Graph App Kit ⭐ 33 · Code Go from graph data to a secure and interactive visual graph app in 15 minutes by @graphistry	Raylab ⭐ 26 · Code Reinforcement learning algorithms in RLlib by @angelolovatto
TensorFlow Serving + Streamlit 🐣 New · ⭐ 5 · Code TensorFlow Serving + Streamlit! by @alvarobartt

📚 Natural Language Processing

🤗 Datasets Viewer ⭐ 8.1K · Code The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and e... by @huggingface	Insight ⭐ 250 · Code Repository for Project Insight: NLP as a Service by @abhimishra91	Intent Example Finder ⭐ 120 · Code Crowd sourced training data for Rasa NLU models by @RasaHQ
Rick & Morty Generator ⭐ 19 · Code A Streamlit app that generates Rick and Morty stories using GPT2 by @e-tony	Headliner Demo ⭐ 17 · Code Simple translation demo showcasing our headliner package by @as-ideas	Rhyme with AI ⭐ 16 · Code Rhyme with AI by @godatadriven
Sentiment Analyzer ⭐ 14 · Code It analyze the sentiment of the user, whether it is postive or negative by @patidarparas13	Squote ⭐ 9 · Code Semantic search for quotes by @cjwallace	Help Me Read ⭐ 8 · Code Awesome app created with Streamlit + HuggingFace to get summary, question-answer, trans... by @Anku5hk

Show 2 more for "📚 Natural Language Processing"

GloVe Explorer ⭐ 2 · Code Demonstration project of using Streamlit with word embeddings by @dkajtoch

Zero Shot Topic Classification This demo shows how Transformers can be used for zero-shot topic classification, the ta...

👁️ Computer Vision

Taming Transformers ⭐ 1.3K · Code Taming Transformers for High-Resolution Image Synthesis, CVPR 2021 (Oral) by @CompVis	net2net ⭐ 130 · Code Network-to-Network Translation with Conditional Invertible Neural Networks by @CompVis	MQTT Camera Streamer ⭐ 81 · Code Stream images from a connected camera over MQTT, view using Streamlit, record to file a... by @robmarkcole
COCO Explorer ⭐ 50 · Code Streamlit tool to explore coco datasets by @i008	Style transfer web app ⭐ 39 · Code style transfer web app [FastAPI + streamlit + Docker] by @amalshaji	Object detection app ⭐ 30 · Code Simple object detection app with streamlit by @robmarkcole
Ask Me Anything ⭐ 29 · Code An easy-to-use app to visualise attentions of various VQA models by @apugoneappu	Image Classification App ⭐ 23 · Code An image classification app boilerplate to serve your deep learning models asap! by @smaranjitghose	Webapp Computer Vision ⭐ 21 · Code Computer Vision application in the web by @amineHY

Show 11 more for "👁️ Computer Vision"

Alph, The Sacred River ⭐ 21 · Code Combines poems and text using CLIP from OpenAI by @thoppe	Indian ALPR System ⭐ 18 · Code Source code of ALPR (Automatic License Plate Recognition System) by @udaylunawat	Wildfire Detection ⭐ 18 · Code Using U-Net Model to Detect Wildfire from Satellite Imagery by @yueureka
MiniClip 🐣 New · ⭐ 10 · Code A quick demo to explore text descriptions and saliency maps for Clip models by @HendrikStrobelt	Face Mask Detector ⭐ 9 · Code A simple Streamlit frontend for a pre-trained MobileNet CNN model + OpenCV for face mas... by @virtualramblas	Picture-lytics ⭐ 8 · Code Using Google's teachable machine to generate an image classification model and serving ... by @KimaruThagna
Text Insights ⭐ 7 · Code Upload an image of a document and extract text, names, facts and figures by @robmarkcole	Plant Disease Detection ⭐ 5 · Code Web App for Plant Disease Detection using Tensorflow and streamlit by @AmeyaUpalanchi	Web VR Code Generator 🐣 New · ⭐ 4 · Code A simple app that generates WebVR code for scenes made using A-Frame primitives and dis... by @jojo96
CLIP Playground 🐣 New · ⭐ 2 · Code A playground to try out OpenAI's CLIP model by @JaviFuentes94	Material Segmentation 🐣 New · Code Streamlit app for detecting, segmenting and classifying materials inside mostly transpa... by @virtualramblas

🎵 Audio

chime soundboard ⭐ 63 · Code Python sound notifications made easy by @MaxHalford

Music Generation ⭐ 3 · Code Music Generation using Neural Networks Streamlit App by @Sohaib90

🔬 Science & Technology

FarolCovid ⭐ 37 · Code . Ferramenta de monitoramento do risco de colapso no sistema de sade em municpios brasi... by @ImpulsoGov	Covid-19 Data Explorer ⭐ 19 · Code Dashboard for the COVID19 spread by @cwerner	Genetic Ancestry ⭐ 19 · Code Visualize your personal genetics data by @arvkevi
Auto Vaidya ⭐ 18 · Code An open-source project for applying deep learning to medical scenarios by @Auto-Vaidya	Covid19-Scotland ⭐ 12 · Code Load, explore and analyse data from Scotland and rest of the world related to Covid19 by @heyad	Covid Tracking ⭐ 7 · Code COVID Tracking app for data in Northern California by @PanditPranav
Gravitational Wave App ⭐ 7 · Code Streamlit viewer for GW data by @jkanner	COVID-19 in Italy ⭐ 4 · Code Analyse data for COVID-19 vaccines administrations and COVID-19 infections in Italy by @francesconazzaro	Galaxy Zoo ⭐ 2 · Code Search galaxies by morphology by @mwalmsley

Show 3 more for "🔬 Science & Technology"

Brain Tumor Detector ⭐ 1 · Code Find out whether there is a tumor in the brain (or) not by uploading the MRI of it by @manik456

Monte Carlo for Pi Code Using Monte Carlo to Estimate Pi by @mesmith027

Interactive COVID-19 Analyze the cumulative data of confirmed, deaths, and recovered cases over time

💰 Business & Economy

Finance Chart ⭐ 67 · Code This app is a simple example of using Strealit to create a financial data web app by @paduel	StockAnalysisApp ⭐ 43 · Code A stock analysis app with streamlit by @antonio-catalano	TechSEO Crawler ⭐ 41 · Code Build a small, 3 domain internet using Github pages and Wikipedia and construct a crawl... by @jroakes
Global cities explorer ⭐ 28 · Code Content shared at DS-OX Meetup by @asehmi	Time Series Forecasting ⭐ 21 · Code This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting p... by @zachrenwick	EDA on Financial Dataset ⭐ 19 · Code Automated Exploration Data Analysis on a financial dataset by @bukosabino
Marketing Campaign App ⭐ 12 · Code A streamlit APP DEMO (python, plotly) by @Ivyw1219	Travelling Salesman ⭐ 3 · Code Animation of solving the traveling salesman problem to optimality using mixed-integer p... by @miclindahl

🚀 Non-ML Apps

Year on Github ⭐ 110 · Code Share your Github stats for 2020 on Twitter by @jrieke	Cheat Sheet ⭐ 100 · Code A cheat sheet for streamlit by @daniellewisDL	Project Code 🐣 New · ⭐ 33 · Code Leetcode using AI by @gagan3012
Containerized App ⭐ 28 · Code Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS by @collinprather	Matplotlib Configurator ⭐ 19 · Code Matplotlib style configurator, built with Streamlit by @dhaitz	Whatsapp Chat Analyzer ⭐ 18 · Code WhatsApp Chat Analyzer is a WebApp and it can be used by anyone to analyze their chat by @pcsingh
Goodreads App ⭐ 17 · Code Analyzing Your Goodreads Reading Habits by @tylerjrichards	Board Game Exploration ⭐ 13 · Code Heroku app to explore boardgame data by @MaartenGr	Apache JMeter ⭐ 10 · Code Powering up Apache JMeter with Streamlit and opening the door for machine learning by @QAInsights

Show 4 more for "🚀 Non-ML Apps"

Resume App ⭐ 10 · Code Interactive resume created on Streamlit and hosted on AWS EC2 by @alphadatagamma	Arup Social Data ⭐ 9 · Code Code and data for eviction and housing analysis in the US by @arup-group	HTML Table Scraper ⭐ 7 · Code A simple HTML table scraper made with Python and the amazing Streamlit! by @CharlyWargnier
Liverpool Analyzer ⭐ 3 · Code Last row tracking data and code by @saeeeeru

🧰 Extensions & Components

HiPlot ⭐ 2.1K · Code HiPlot makes understanding high dimensional data easy by @facebookresearch	spaCy ⭐ 380 · Code spaCy building blocks and visualizers for Streamlit apps by @explosion	ContainDS Dashboards ⭐ 100 · Code JupyterHub extension for ContainDS Dashboards by @ideonate
Drawable Canvas ⭐ 90 · Code Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Stre... by @andfanilo	ECharts ⭐ 88 · Code A custom component to render ECharts in Streamlit by @andfanilo	WebRTC ⭐ 83 · Code Real-time video and audio streams over the network, with Streamlit by @whitphx
Annotated Text ⭐ 80 · Code A simple component to display annotated text in Streamlit apps by @tvst	Folium ⭐ 61 · Code Streamlit Component for rendering Folium maps by @randyzwitch	AgGrid ⭐ 61 · Code AgGrid is an awesome grid for web frontend by @PablocFonseca

Show 18 more for "🧰 Extensions & Components"

Pandas Profiling ⭐ 59 · Code Pandas profiling component for Streamlit by @okld	Terran Timeline ⭐ 57 · Code Using Terran for creating video timelines by @pento-group	Ace ⭐ 49 · Code Streamlit component featuring the Ace code editor by @okld
Bokeh Events ⭐ 48 · Code A streamlit component for bi-directional communication with bokeh plots by @ash2shukla	Agraph ⭐ 36 · Code A Streamlit Graph Vis by @ChrisChross	D3 Demo ⭐ 31 · Code D3 in React in Streamlit tech demo by @andfanilo
Vega-Lite ⭐ 30 · Code A Streamlit component to render interactive Vega, Vega-Lite, and Altair visualizations ... by @domoritz	Observable ⭐ 28 · Code Embed Observable notebooks into Streamlit apps! by @asg017	Cropper ⭐ 28 · Code A simple image cropper for Streamlit by @turner-anderson
Auth0 with Next.js ⭐ 28 · Code Content shared at DS-OX Meetup by @asehmi	Analytics ⭐ 21 · Code Track & visualize user interactions with your streamlit app by @jrieke	Embedcode ⭐ 16 · Code Streamlit component for embedding code snippets such as GitHub gists, CodePen snippets,... by @randyzwitch
Lottie ⭐ 15 · Code Streamlit component to render Lottie animations by @andfanilo	3dmol ⭐ 14 · Code This project aims to provide an easy way to create a web app for interacting with molec... by @napoles-uach	Timeline 🐣 New · ⭐ 8 · Code A simple Streamlit Component to display a Timeline in Streamlit apps. It integrates Kni... by @innerdoc
Player ⭐ 6 · Code A streamlit component to embed video and music players from various websites by @okld	Disqus ⭐ 2 · Code A streamlit component to embed Disqus in your applications by @okld	Discourse ⭐ 1 · Code A streamlit component to embed Discourse topics in your applications by @okld

🎈 Official Demos

Udacity Self-driving Car ⭐ 800 · Code Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset w... by @streamlit	Face-GAN Explorer ⭐ 190 · Code A demonstration of using a live Tensorflow session to create an interactive face-GAN ex... by @streamlit	Uber Pickups in NYC ⭐ 150 · Code A Streamlit demo to interactively visualize Uber pickups in New York City by @streamlit
Deep Dream ⭐ 3 · Code A Streamlit demo demonstrating the Deep Dream technique. Adapted from the TensorFlow De... by @streamlit

📬 Contributing

Built or discovered a new streamlit app? I'd love to have it in this list! You can either:

• Open an issue with a link to the app/repo

• Add the app yourself by editing projects.yaml directly online (no forking required). Just add the following information at the end of this file:

  - name: App Name  # required; keep it short
    homepage: link/to/deployment  # required; if not deployed, give repo link
    image: link/to/gif/png/jpg  # optional; if not given, will take screenshot of homepage
    github_id: owner/repo  # optional
    category: one of the categories below  # required
    show: True

  For category, choose one from below (e.g. ml) or leave empty if you are not sure:

  - category: ml
    title: 🤖 General Machine Learning
  - category: nlp
    title: 📚 Natural Language Processing
  - category: cv
    title: 👁️ Computer Vision
  - category: audio
    title: 🎵 Audio
  - category: sci-tech
    title: 🔬 Science & Technology
  - category: business
    title: 💰 Business & Economy
  - category: non-ml
    title: 🚀 Non-ML Apps
  - category: extension
    title: 🧰 Extensions & Components
  - category: demo
    title: 🎈 Official Demos

  Note: The new app will not show up in the gallery directly. I first need to re-generate the README.md file from projects.yaml after your changes are merged.

• If you want to suggest any other change, feel free to open an issue as well :)

Related Resources

• awesome-streamlit: Website with several built-in streamlit apps and other resources
• Streamlit App Gallery: Official gallery with tweets about new streamlit apps
• Streamlit Components: Official collection of featured streamlit components
• Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics

License

best-of-streamlit's Issues

Add project: Covid-19: Tracking of vaccines and infections in Italy

Project details:

• Project Name: Covid-19: Tracking of vaccines and infections in Italy
• Github URL: https://github.com/francesconazzaro/covid19-portal
• App URL (if it's deployed): https://covid19-portal.herokuapp.com/
• Category: sci-tech

Additional context:

Analyse data for COVID-19 vaccines administrations and COVID-19 infections in Italy.

Add project: VQGAN-CLIP app

Project details:

• Project Name: VQGAN-CLIP App
• Github URL: https://github.com/tnwei/vqgan-clip-app
• App URL (if it's deployed):
• Category: cv

Additional context:

Combines VQGAN and CLIP to allow users to generate images from a text prompt

Add project: DataQtor

Project details:

• Project Name: DataQtor
• Github URL: https://github.com/baligoyem/dataqtor
• App URL (if it's deployed): https://share.streamlit.io/baligoyem/dataqtor/main/home.py
• Category: non-ml
• image:
• github_id: @baligoyem
• show: True

Additional context:

Your Data Quality Detector
Get your data ready for use before you start working with it

Add project:

Project details:

• Project Name:JobScanGPT
• Github URL:https://github.com/yuting1214/JobScanGPT
• App URL (if it's deployed):https://jobscangpt.streamlit.app/
• Category:nlp
• image: https://github.com/yuting1214/JobScanGPT/blob/main/material/JobScanGPT_Demo.gif
  Additional context:

Add project: AutoML on R Datasets

Project details:

• Project Name: AutoML on R Datasets
• Github URL: https://github.com/topher-lo/automl-rdatasets
• App URL (if it's deployed): https://share.streamlit.io/topher-lo/automl-rdatasets/main/app.py
• Category: ml

Additional context:
Search for R datasets using spaCy, then perform AutoML with TPOT!

Thanks!
Hi @jrieke! Just wanted to thank you in advance for creating this awesome repo. I made this mini-app that searches for R datasets using word embeddings and cosine similarity, then generates ML code using TPOT. The UI was inspired by your app traingenerator, which I cited in automl-rdataset's README, and I want to thank you for the inspiration.

I believe that Streamlit facilitates the development of "low-code" ML apps (such as traingenerator) and this is my tiny contribution to that space. Hope it can be added to the best-of-streamlit repo! :) Thank you @jrieke

Add project:

Project details:

• Project Name: Cannabis Recommendation using OpenAI - ChatGPT
• Github URL: https://github.com/nikhiljha97/cannabis-recommendation-using-ML
• App URL (if it's deployed): https://nikhiljha97-cannabis-recommendation-using-ml-main-tuhvuk.streamlit.app/
• Category: ML

Additional context:

This project is based on ChatGPT which recommend the top 3 Cannabis Strains for the user based on the After-Effects and the Flavor chosen by the user. There is also an existing dataset, which is used to extract the description of the suggested strains(from ChatGPT).

Add project: NomNaSite

Project details:

• Project Name: NomNaSite
• Github URL: https://github.com/ds4v/NomNaSite
• App URL (if it's deployed): https://nomnasite.streamlit.app
• Category: cv, nlp

Additional context:

• Demo: https://youtu.be/o5xpfwalEWw

An end-to-end OCR application (Text Detection + Text Recognition), which leverages Deep Learning to digitize old Vietnamese handwritten for historical documents archiving.

Add project: streamlit_finance_chart

• Github URL: https://github.com/paduel/streamlit_finance_chart
• Category: Business & Economy

Add project: Garreg Mach Project

Project details:

• Project Name: Garreg Mach Project
• Github URL: https://github.com/wangaustin/garregmach
• App URL (if it's deployed): https://garregmach.streamlit.app
• Category: non-ml

Additional context:

The Garreg Mach Project aims to reduce costs associated with higher education, one step at a time.

Currently, the GMP Library is fully online for public use. The Library allows people to add links to academic resources in association with a particular course. This mandatory association is what sets it apart from other resource sharing websites such as libgen, as it allows the system to easily filter queries. So, if I only want to see the resources for the Modern Philosophy course at Vanderbilt University taught my Dr. Wuerth, for instance, the system can efficiently query that. The association also adds another layer of filter as it has presumably been deemed related to this course by the original uploader. The goal of the GMP Library is for students who are good at finding the locations of digital resources to help those who are not. This way, students will hopefully reduce the amount of money needed to spend on physical copies of the academic resources simply because they could not find them online.

In the future, I hope to expand the Garreg Mach Project to include other features that help reduce higher education costs.

As of now, this project only uses streamlit and mongoDB with very minimal dependencies. It should be a decent starting point as a demo for people who want to create a simple CRUD app with streamlit.

Add project:

Project details:
Summarize, paraphrase, measure text and more!
We know that learning happens best when content is personalized to meet our needs and strengths. For this reason we designed SYNTHIA 🤖, the AI system to accelerate and design your knowledge, totally for free!

• Project Name: SYNTHIA
• Github URL: https://github.com/dlopezyse/Synthia
• App URL (if it's deployed): https://share.streamlit.io/dlopezyse/synthia/main
• Category: nlp

Additional context:

Add project: Streamlit Prophet

Hi, here is a new app to train, optimize and explain time series forecasting models visually!

Project details:

• Project Name: Streamlit Prophet
• Github URL: https://github.com/artefactory-global/streamlit_prophet
• App URL (if it's deployed): https://share.streamlit.io/maximelutel/streamlit_prophet/main/streamlit_prophet/app/dashboard.py
• Category: General Machine Learning

Additional context:

Here is a short article outlining the app's main features:
https://medium.com/artefact-engineering-and-data-science/visual-time-series-forecasting-with-streamlit-prophet-71d86a769928

Add project: Build Your First Data Visualization Web App in Python Using Streamlit

Project details:

• Project Name: Build Your First Data Visualization Web App in Python Using Streamlit
• Github URL: https://github.com/maladeep/palmerpenguins-streamlit-eda
• App URL (if it's deployed): https://explore-palmer-penguins.herokuapp.com
• Category: Science & Technology

Additional context:

• Blog: https://towardsdatascience.com/build-your-first-data-visualization-web-app-in-python-using-streamlit-37e4c83a85db

Add project:

Project details:

A simple wrap for oauth2 authorization code grant flow using httpx_oauth

• Project Name: Streamlit-OAuth
• Github URL: https://github.com/dnplus/streamlit-oauth
• App URL (if it's deployed): https://g-openid-demo.streamlit.app/
• Category: extensions

Additional context:
Intro article
https://medium.com/@dnplus

Add project: FGTD

Project details:

• Project Name: FGTD (Face Generation from Textual Description)
• Github URL: https://github.com/ELITA04/FGTD-Streamlit/
• App URL (if it's deployed): https://share.streamlit.io/ELITA04/FGTD-Streamlit/app.py/
• Category: ml

Additional context:

• GIF: https://github.com/ELITA04/FGTD-Streamlit/blob/master/assets/streamlit-demo.gif

Add project: Ask me Anything (AMA)

Project details:

• Project Name: Ask me anything
• Github URL: https://github.com/apugoneappu/ask_me_anything
• Category: ml, cv, nlp
• License:
• Package Managers:

Additional context:

• Project website/demo: https://www.apoorvesinghal.com/vqa

This is a Visual Question Answering tool. You can ask a question about images, and the VQA system will answer them. Additionally, I have also visualised the regions of the image that the system looks at to answer. We can also see the words of the question that the system focuses on.