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