πΒ 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
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π€ General Machine Learning | π Natural Language Processing |
π€ General Machine Learning
Traingeneratorβ 990 Β· Code A web app to generate template code for machine learning by @jrieke | FastAPI Model ServingSimple web app example using streamlit and FastAPI to serve a PyTorch model | E2E ML App w/ PyTorchβ 69 Β· Code An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku... by @madewithml |
Torchserve DashboardManagement Dashboard for Torchserve by @cceyda | Graph App Kitβ 33 Β· Code Go from graph data to a secure and interactive visual graph app in 15 minutes by @graphistry | Raylabβ 26 Β· Code Reinforcement learning algorithms in RLlib |
TensorFlow Serving + Streamlitπ£ New Β· β 5 Β· Code TensorFlow Serving + Streamlit! by @alvarobartt |
π Natural Language Processing
π€ Datasets Viewerβ 8.1K Β· Code The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and e... by @huggingface | InsightRepository for Project Insight: NLP as a Service | Intent Example Finderβ 120 Β· Code Crowd sourced training data for Rasa NLU models by @RasaHQ |
Rick & Morty GeneratorA Streamlit app that generates Rick and Morty stories using GPT2 by @e-tony | Headliner DemoSimple translation demo showcasing our headliner package by @as-ideas | Rhyme with AIβ 16 Β· Code Rhyme with AI |
Sentiment AnalyzerIt analyze the sentiment of the user, whether it is postive or negative | SquoteSemantic search for quotes by @cjwallace | Help Me ReadAwesome app created with Streamlit + HuggingFace to get summary, question-answer, trans... by @Anku5hk |
Show 2 more for "π Natural Language Processing"
GloVe ExplorerDemonstration 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... |
ποΈ Computer Vision
Taming Transformersβ 1.3K Β· Code Taming Transformers for High-Resolution Image Synthesis, CVPR 2021 (Oral) by @CompVis | net2netNetwork-to-Network Translation with Conditional Invertible Neural Networks by @CompVis | MQTT Camera Streamerβ 81 Β· Code Stream images from a connected camera over MQTT, view using Streamlit, record to file a... by @robmarkcole |
COCO Explorerβ 50 Β· Code Streamlit tool to explore coco datasets by @i008 | Style transfer web appstyle transfer web app [FastAPI + streamlit + Docker] by @amalshaji | Object detection appSimple object detection app with streamlit by @robmarkcole |
Ask Me AnythingAn easy-to-use app to visualise attentions of various VQA models by @apugoneappu | Image Classification Appβ 23 Β· Code An image classification app boilerplate to serve your deep learning models asap! | Webapp Computer VisionComputer Vision application in the web by @amineHY |
Show 11 more for "ποΈ Computer Vision"
Alph, The Sacred RiverCombines poems and text using CLIP from OpenAI by @thoppe | Indian ALPR Systemβ 18 Β· Code Source code of ALPR (Automatic License Plate Recognition System) by @udaylunawat | Wildfire DetectionUsing U-Net Model to Detect Wildfire from Satellite Imagery by @yueureka |
MiniClipπ£ New Β· β 10 Β· Code A quick demo to explore text descriptions and saliency maps for Clip models | Face Mask DetectorA simple Streamlit frontend for a pre-trained MobileNet CNN model + OpenCV for face mas... | Picture-lyticsβ 8 Β· Code Using Google's teachable machine to generate an image classification model and serving ... |
Text Insightsβ 7 Β· Code Upload an image of a document and extract text, names, facts and figures by @robmarkcole | Plant Disease Detectionβ 5 Β· Code Web App for Plant Disease Detection using Tensorflow and streamlit | Web VR Code Generatorπ£ New Β· β 4 Β· Code A simple app that generates WebVR code for scenes made using A-Frame primitives and dis... by @jojo96 |
CLIP Playgroundπ£ New Β· β 2 Β· Code A playground to try out OpenAI's CLIP model | Material Segmentationπ£ New Β· Code Streamlit app for detecting, segmenting and classifying materials inside mostly transpa... |
π΅ Audio
chime soundboardβ 63 Β· Code Python sound notifications made easy by @MaxHalford | Music Generationβ 3 Β· Code Music Generation using Neural Networks Streamlit App by @Sohaib90 |
π¬ Science & Technology
FarolCovid. Ferramenta de monitoramento do risco de colapso no sistema de sade em municpios brasi... by @ImpulsoGov | Covid-19 Data Explorerβ 19 Β· Code Dashboard for the COVID19 spread by @cwerner | Genetic Ancestryβ 19 Β· Code Visualize your personal genetics data by @arvkevi |
Auto VaidyaAn open-source project for applying deep learning to medical scenarios by @Auto-Vaidya | Covid19-Scotlandβ 12 Β· Code Load, explore and analyse data from Scotland and rest of the world related to Covid19 by @heyad | Covid Trackingβ 7 Β· Code COVID Tracking app for data in Northern California |
Gravitational Wave AppStreamlit viewer for GW data by @jkanner | COVID-19 in Italyβ 4 Β· Code Analyse data for COVID-19 vaccines administrations and COVID-19 infections in Italy | Galaxy Zooβ 2 Β· Code Search galaxies by morphology by @mwalmsley |
Show 3 more for "π¬ Science & Technology"
Brain Tumor Detectorβ 1 Β· 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 |
π° Business & Economy
Finance Chartβ 67 Β· Code This app is a simple example of using Strealit to create a financial data web app by @paduel | StockAnalysisAppβ 43 Β· Code A stock analysis app with streamlit | TechSEO CrawlerBuild a small, 3 domain internet using Github pages and Wikipedia and construct a crawl... by @jroakes |
Global cities explorerContent shared at DS-OX Meetup by @asehmi | Time Series ForecastingThis MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting p... by @zachrenwick | EDA on Financial DatasetAutomated Exploration Data Analysis on a financial dataset by @bukosabino |
Marketing Campaign Appβ 12 Β· Code A streamlit APP DEMO (python, plotly) by @Ivyw1219 | Travelling Salesmanβ 3 Β· Code Animation of solving the traveling salesman problem to optimality using mixed-integer p... by @miclindahl |
π Non-ML Apps
Year on Githubβ 110 Β· Code Share your Github stats for 2020 on Twitter by @jrieke | Cheat SheetA cheat sheet for streamlit | Project CodeLeetcode using AI by @gagan3012 |
Containerized AppBare bones use-case for deploying a containerized web app (built in streamlit) on AWS | Matplotlib Configuratorβ 19 Β· Code Matplotlib style configurator, built with Streamlit by @dhaitz | Whatsapp Chat Analyzerβ 18 Β· Code WhatsApp Chat Analyzer is a WebApp and it can be used by anyone to analyze their chat by @pcsingh |
Goodreads Appβ 17 Β· Code Analyzing Your Goodreads Reading Habits | Board Game Explorationβ 13 Β· Code Heroku app to explore boardgame data by @MaartenGr | Apache JMeterβ 10 Β· Code Powering up Apache JMeter with Streamlit and opening the door for machine learning by @QAInsights |
Show 4 more for "π Non-ML Apps"
Resume AppInteractive resume created on Streamlit and hosted on AWS EC2 | Arup Social Dataβ 9 Β· Code Code and data for eviction and housing analysis in the US by @arup-group | HTML Table Scraperβ 7 Β· Code A simple HTML table scraper made with Python and the amazing Streamlit! |
Liverpool Analyzerβ 3 Β· Code Last row tracking data and code by @saeeeeru |
π§° Extensions & Components
HiPlotβ 2.1K Β· Code HiPlot makes understanding high dimensional data easy | spaCyspaCy building blocks and visualizers for Streamlit apps by @explosion | ContainDS Dashboardsβ 100 Β· Code JupyterHub extension for ContainDS Dashboards by @ideonate |
Drawable Canvasβ 90 Β· Code Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Stre... by @andfanilo | EChartsA custom component to render ECharts in Streamlit by @andfanilo | WebRTCβ 83 Β· Code Real-time video and audio streams over the network, with Streamlit by @whitphx |
Annotated TextA simple component to display annotated text in Streamlit apps by @tvst | FoliumStreamlit Component for rendering Folium maps by @randyzwitch | AgGridAgGrid is an awesome grid for web frontend |
Show 18 more for "π§° Extensions & Components"
Pandas Profilingβ 59 Β· Code Pandas profiling component for Streamlit by @okld | Terran TimelineUsing Terran for creating video timelines by @pento-group | AceStreamlit component featuring the Ace code editor by @okld |
Bokeh EventsA streamlit component for bi-directional communication with bokeh plots by @ash2shukla | AgraphA Streamlit Graph Vis by @ChrisChross | D3 DemoD3 in React in Streamlit tech demo by @andfanilo |
Vega-LiteA Streamlit component to render interactive Vega, Vega-Lite, and Altair visualizations ... by @domoritz | ObservableEmbed Observable notebooks into Streamlit apps! by @asg017 | Cropperβ 28 Β· Code A simple image cropper for Streamlit |
Auth0 with Next.jsβ 28 Β· Code Content shared at DS-OX Meetup by @asehmi | Analyticsβ 21 Β· Code Track & visualize user interactions with your streamlit app by @jrieke | EmbedcodeStreamlit component for embedding code snippets such as GitHub gists, CodePen snippets,... by @randyzwitch |
LottieStreamlit component to render Lottie animations by @andfanilo | 3dmolThis project aims to provide an easy way to create a web app for interacting with molec... | Timelineπ£ New Β· β 8 Β· Code A simple Streamlit Component to display a Timeline in Streamlit apps. It integrates Kni... by @innerdoc |
Playerβ 6 Β· Code A streamlit component to embed video and music players from various websites by @okld | DisqusA streamlit component to embed Disqus in your applications by @okld | Discourseβ 1 Β· Code A streamlit component to embed Discourse topics in your applications by @okld |
π Official Demos
Udacity Self-driving Carβ 800 Β· Code Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset w... by @streamlit | Face-GAN Explorerβ 190 Β· Code A demonstration of using a live Tensorflow session to create an interactive face-GAN ex... by @streamlit | Uber Pickups in NYCA Streamlit demo to interactively visualize Uber pickups in New York City by @streamlit |
Deep DreamA Streamlit demo demonstrating the Deep Dream technique. Adapted from the TensorFlow De... by @streamlit |
π¬ Contributing
Built or discovered a new streamlit app? I'd love to have it in this list! You can either:
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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: π€ General Machine Learning - category: nlp title: π Natural Language Processing - category: cv title: ποΈ Computer Vision - category: audio title: π΅ Audio - category: sci-tech title: π¬ Science & Technology - category: business title: π° Business & Economy - category: non-ml title: π Non-ML Apps - category: extension title: π§° Extensions & Components - category: demo title: π 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