🏆 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 | 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 |
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 | 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 |
Sentiment Analyzer⭐ 14 · Code It analyze the sentiment of the user, whether it is postive or negative | 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 ClassificationThis 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! | 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 | Face Mask Detector⭐ 9 · Code A simple Streamlit frontend for a pre-trained MobileNet CNN model + OpenCV for face mas... | Picture-lytics⭐ 8 · Code Using Google's teachable machine to generate an image classification model and serving ... |
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 | 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 | Material Segmentation🐣 New · Code Streamlit app for detecting, segmenting and classifying materials inside mostly transpa... |
🎵 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 |
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 | 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 PiUsing Monte Carlo to Estimate Pi by @mesmith027 | Interactive COVID-19Analyze 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 | 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 | 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 | 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 | 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 | 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! |
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 | 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 |
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 |
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... | 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
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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.
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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