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Streamlit

Streamlit is an open source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. Turn your data scripts into shareable web apps in minutes, without requiring any front-end web experience.

https://github.com/leosimoes/streamlit-logistic-regressor

Web application for logistic regression made using Streamlit.

logistic-regression machine-learning model-building python streamlit

Last synced: 30 Jan 2025

https://github.com/harshsahu23/wabtec-team-vitbhopal

web-app to visualize error logs and dump files generated by the braking system of locomotives

csv data-visualization graphs pandas plotly python streamlit visualization

Last synced: 18 Dec 2024

https://github.com/filip-copija/roadaccidentsexplorer

Interactive dashboard for exploring and analyzing road accident data in Poland. Built with Streamlit, PostgreSQL, and Python for dynamic SQL queries, visualizations, and insights.

data-dashboard data-visualization poland postgresql python road-accidents streamlit

Last synced: 17 Dec 2024

https://github.com/muhammadadilnaeem/youtube-video-sentiment-and-summarization

The YouTube Video Sentiment and Summarization project is a comprehensive tool designed to analyze YouTube videos by transcribing their content, summarizing it, and performing sentiment analysis on the comments. This project leverages advanced machine learning models and APIs to provide insightful data.

gemini-api github google markdown project-repository python sentiment-analysis streamlit summarization transcribe youtube youtube-api-v3

Last synced: 17 Jan 2025

https://github.com/nebeyoumusie/end-to-end-youtube-video-transcribe-summarizer-llm-app

In this project I have built an end to end YouTube video summarizer LLM app with Google Gemini Pro and Streamlit.

gemini-pro generative-ai google-api llm streamlit streamlit-webapp youtube-transcript-api

Last synced: 05 Feb 2025

https://github.com/abhishek-mallick/predict-bay-v1

This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.

ci-cd deep-learning google-cloud lstm-neural-networks machine-learning python streamlit

Last synced: 17 Jan 2025

https://github.com/andr3w03/bike-sharing-dashboard

Bike Sharing Data Analysis Streamlit Dashboard

dashboard data-analysis data-visualization python streamlit

Last synced: 29 Jan 2025

https://github.com/jatinagrawal0/resume_ranking_webapp_using_gemini

This Python script builds a user-friendly ATS using Streamlit, Google's GenerativeAI, and PyPDF2. It evaluates uploaded resumes against a job description, ranking them based on match percentage and providing feedback on missing keywords and profile summaries.

gemini-api generative-ai llm pypdf2 resume resume-description streamlit

Last synced: 06 Feb 2025

https://github.com/benitomartin/youtube-llm

LLM Q&A and Summarization App

chromadb langchain python streamlit whisper

Last synced: 31 Dec 2024

https://github.com/yashmistry-24/ytcomment-iq

YTComment-IQ is a web app for analyzing and visualizing YouTube comments, offering insights through sentiment analysis, topic modeling, and interactive charts.

analysis comments data dataanalysis dataanalytics deep-learning machine-learning nlp python streamlit training visualization webapp youtube

Last synced: 22 Jan 2025

https://github.com/prospero1988/autodock_vina_pipeline

This repository provides an automated docking solution for ligands and receptor proteins using AutoDock Vina and P2Rank, enhanced with a Streamlit-based web interface for simple and intuitive browser-based operation. It supports high-throughput workflows and includes SLURM integration for advanced task management while remaining easy to use locally

autodock-vina docking docking-library drug-design gui high-throughput-screening ligand-screening p2rank pipeline python3 streamlit user-experience web-interface webbrowserlike

Last synced: 06 Feb 2025

https://github.com/aspadax/subtitlegenerator

Automatically generate a subtitle for your video.

gpt machine-learning openai rust streamlit subtitles-generator whisper

Last synced: 08 Feb 2025

https://github.com/manas1331/portfolio-website

This is my portfolio website built using streamlit(python framework) with home, about & contact,resume,chatbot and projects sections.

portfolio-website python3 streamlit website

Last synced: 27 Nov 2024

https://github.com/saiankit/time-series-analysis-weather-data

This is the repository where I store the work done in Time Series Analysis Domain at Bhaskaracharya Institute for Space Applications and Geoinformatics, Gandhinagar

lstm lstm-neural-networks streamlit tensorflow time-series time-series-analysis

Last synced: 25 Dec 2024

https://github.com/lambda-science/myoquant-streamlit

MyoQuant-Streamlit is a demo web application to showcase usage of MyoQuant. Demo version deployed at: https://lbgi.fr/MyoQuant

computer-vision deep-learning disease histology image medecine python pytorch quantification streamlit tensorflow

Last synced: 16 Jan 2025

https://github.com/abdullahashfaq-ds/amazon-laptop-price-prediction

Developed an Amazon laptop price prediction tool using machine learning algorithms, integrated with a Streamlit app for an interactive user experience.

amazon data-science machine-learning ml-algorithms ml-models prediction-model python streamlit tool

Last synced: 17 Nov 2024

https://github.com/arv-anshul/99acres-scrape

Scrape 99scrape.com with python using curl command and export data as CSV.

99acres api asyncio curl-parser curler project python3 real-estate real-estate-website streamlit web-scraping

Last synced: 25 Dec 2024

https://github.com/n-shar-ma/customizable-music-recommendation-system

Microsoft Engage'22 Project: A unique music recommendation system that clearly shows on what basis a recommendation is made and grants the user the full freedom to personalise the system

machine-learning recommendation-system streamlit

Last synced: 09 Feb 2025

https://github.com/narenkhatwani/arkouda-cheat-sheet

This repository contains the code for the cheat sheet made for the components present in Arkouda (High performance computing library)

arkouda high-performance high-performance-computing hpc python python-3 streamlit streamlit-dashboard streamlit-sharing streamlit-webapp

Last synced: 06 Feb 2025

https://github.com/kind-unes/langchain

Explore dynamic language model interactions for creative prompts, restaurant names, and more, with an intuitive Streamlit app. Enhance conversational agents, utilize external tools, and experiment with memory options effortlessly.

learning-by-doing openai-chatgpt python restaurant streamlit tutorials

Last synced: 02 Feb 2025

https://github.com/maskedsyntax/2-stage-opamp-analysis

Comparative Analysis of Machine Learning Models for Aspect Ratio Estimation of a Two-Stage Operational Amplifier

analysis machine-learning opamp streamlit

Last synced: 10 Dec 2024

https://github.com/patricktrainer/motherduck-connection

A Streamlit connection to MotherDuck šŸ¦†

duckdb motherduck streamlit

Last synced: 24 Jan 2025

https://github.com/amgawishx/voiceworker

A Web App UI for OpenAI's Whisper model for audio transcription and translation.

ai audio-processing python streamlit transcription translation webapp whisper

Last synced: 17 Jan 2025

https://github.com/kenmwaura1/chat-with-your-mpesa

This project encompasses the extraction and cleaning of transactions from Mpesa PDF statements to the development of APIs for integration with the Streamlit Front End.

llms mpesa python3 streamlit

Last synced: 07 Feb 2025

https://github.com/adritpal08/end-to-end-project-using-gemini-gemify

Create stunning content with LLM, the app that uses Google Geminiā€™s gemini-pro-vision model to turn your photos and texts into creative content.

content-generation gemini generative-ai llm python streamlit

Last synced: 23 Jan 2025

https://github.com/tss-sniper/research-ppr-summarizer

To automatically create concise and informative summaries of research papers that accurately captures the key findings and conclusions using the summarization pipeline of Lamini T5 Flan 248M, an open source LLM.

lamini-flan-t5-248m nlp python streamlit text-summarization

Last synced: 07 Feb 2025

https://github.com/jocelynvelarde/hack-harvard-2024

Use of computer vision to detect shoplifting activity and report it into a smart dashboard

computer-vision machine-learning opencv python streamlit twilio yolov8

Last synced: 01 Jan 2025

https://github.com/tsu2000/tele_dashboard

Streamlit dashboard web app for Telegram chats.

dashboard streamlit telegram

Last synced: 22 Nov 2024

https://github.com/keanteng/epf

EPF Savings Projection For Malaysian & Non-Malaysian

epf insurance kwsp python retirement-calculator retirement-planning streamlit tax

Last synced: 30 Jan 2025

https://github.com/cego669/datathonengopevi

Equipe: Embrapeiros. SoluĆ§Ć£o proposta para o Datathon do VI ENGOPE (Encontro Goiano de Probabilidade e EstatĆ­stica). Obs: FOMOS CAMPEƕES!!!!!!!!

data-analysis data-science datathon python r streamlit xgboost-classifier

Last synced: 08 Dec 2024

https://github.com/rakibhhridoy/webappclassifierstreamlit-python

Machine Learning Training and Testing in Web App. It provide good learning interface for experimenting with different hyper parameter tuning and compare different algorithms with each other without writing code repeatedly.

classification hyperparameter-optimization hyperparameter-tuning logistic-regression machine-learning python random-forest streamlit support-vector-machines svm-classifier webapp

Last synced: 25 Dec 2024

https://github.com/muhammadibrahim313/edunexus-2.0

"EduNexus 2.0" is a AI Learning platform for Students ( School ,College , University ) which offer Personalized learning, Real-time support, Smart summaries, coding mentorship, and mental wellness resources.

ai api btajicrew education hackathon ibm ibm-watson mental-health pandas personalised-learning python streamlit

Last synced: 20 Nov 2024

https://github.com/kangzid/struktur_data_final

ā€œSistem Informasi Stok dan Transaksi (SITORSI)ā€

sayang-sayang streamlit

Last synced: 18 Nov 2024

https://github.com/yankeexe/demo-chat-app

Demo Chat app built for my YouTube video šŸŽ„

largelanguagemodel llama3 llm local-llm ollama streamlit streamlit-webapp tutorial youtube

Last synced: 22 Dec 2024

https://github.com/siddhantsadangi/whosaidthat

Do you love quotes? Do you enjoy learning from the wisdom of others? Do you think you can recognize the authors of famous quotes? If you answered yes to any of these questions, then Who Said That? is the app for you!

education entertainment python quotes streamlit webapp

Last synced: 03 Jan 2025

https://github.com/renatoelho/analise-credito

Este projeto de engenharia de dados, desenvolvido por nĆ³s, Renato Coelho e Gyan Lucas, tem como objetivo conceitual e educativo demonstrar como seria uma soluĆ§Ć£o de anĆ”lise de crĆ©dito utilizando ferramentas open source e proprietĆ”rias em conjunto para atender a esse propĆ³sito.

control-center docker docker-compose dockerfile git kafka minio nifi python s3 sql sql-server streamlit ubuntu zookeeper

Last synced: 25 Jan 2025

https://github.com/arya2004/ai-ml-hack-week

AI/ML Hack Week Submissions

ai machine-learning nlp streamlit

Last synced: 12 Jan 2025

https://github.com/narius2030/recommendation-system

apply the machine learning models to recommend appropriate films for several kinds of watchers

jupyter-notebook machine-learning nlp-parsing recommendation-system streamlit

Last synced: 07 Feb 2025

https://github.com/agasheaditya/handson-transformers

End-to-end implementation of Transformers using PyTorch from scratch

deep-learning nlp python3 pytorch streamlit transformers

Last synced: 28 Jan 2025

https://github.com/tensorush/air-crowns-project

:small_airplane: :deciduous_tree: Air Crowns team project employs neural networks for the task of panoptic segmentation of drone image dataset collected at the Alferevo airfield (08.10.2021).

aerial-imagery drone-dataset dvc image-data image-dataset ml-pipeline neural-network neural-networks panoptic-segmentation pytorch semantic-segmentation streamlit team-project

Last synced: 25 Dec 2024

https://github.com/echosingh/how-to-talk-to-girls

This repository tells about respectful ways to talk to girls

jupyter-notebook ml python streamlit

Last synced: 23 Dec 2024

https://github.com/louire/simplestreamlitpythonapp

Mortgage Repayments Calculator in Python/Streamlit

data-science python streamlit

Last synced: 06 Feb 2025

https://github.com/kamicollo/intro-to-dwt

A practical guide to Discrete Wavelet Transform and its applications in data science

data-science discrete-wavelet-transform full-band-capture streamlit

Last synced: 04 Dec 2024

https://github.com/amanpriyanshu/medtranslate-360

MedTranslate 360 redefines medical documentation by providing an AI-powered assistant designed specifically for healthcare professionals.

ai gemini gemini-api hackathon llm llms medical ml privacy streamlit whisper

Last synced: 08 Feb 2025

https://github.com/neerajcodes888/adavanced-resume-tracking-system-

šŸš€ An advanced Resume Tracking System leveraging Large Language Models (LLM) and GenAI for streamlined resume parsing and analysis. Deployed on Streamlit for a seamless user experience.

ats environment-variables genai llm python3 requirements streamlit

Last synced: 04 Dec 2024

https://github.com/msull/littlecattales

Little choose-your-own cat adventures powered by AI

choose-your-own-adventure gpt streamlit

Last synced: 30 Nov 2024

https://github.com/abhiiiman/docbuddy.ai

DocBuddy.ai šŸ©ŗ Your Personalized šŸŖ„ Doctor Buddy šŸ‘ØšŸ»ā€āš•ļø

chatbot crud-application firebase-auth health-care-application jupyter-notebook machine-learning medicine-recommendation python sentiment-analysis streamlit

Last synced: 13 Nov 2024

https://github.com/tsu2000/sql_box

A simple SQL sandbox playground to practice SQL queries.

learning sql sqlite3 streamlit

Last synced: 23 Jan 2025

https://github.com/lissettecarlr/chat-openai-streamlit

åŸŗäŗŽstreamlitē¼–写ēš„é’ˆåƹopenaięŽ„å£ēš„各ē±»ęؔ型åƹčƝwebåŗ”ē”Øļ¼Œē›®å‰ę”ÆꌁåŸŗęœ¬åƹčÆć€ę–‡ē”Ÿå›¾ć€å›¾ē‰‡ē†č§£ć€assistantsļ¼ˆWeb application for various models' dialogue based on the OpenAI API, written in Streamlit,assistantsļ¼‰

chatbot chatgpt gui openai openai-api python streamlit

Last synced: 20 Jan 2025

https://github.com/mohamedsebaie/face_mask_detector_webapp-by_streamlit_heroku-

This Project has been implemented by using OpenCV to detect faces in the input images and a pre-trained Keras CNN model (MobileNetV2) as mask/no-mask binary classifier applied to the faces Images. The Deep Learning model currently used has been trained using images data set from Kaggle. The trained model has been shared in this repo.

caffee cnn-keras colab-notebook convolutional-neural-networks datagenerator deep-learning face-detection heroku-deployment image-classification imagenet keras mask-detection mobilenetv2 opencv pre-trained-model python streamlit transfer-learning webapp

Last synced: 21 Jan 2025

https://github.com/uznetdev/global-internet-users

This repository contains a project that analyzes global internet user data. The project includes scripts and tools to visualize and interpret various aspects of internet usage across the world. You can use this project with MIT license!

data-science matplotlib pandas pandas-dataframe pandas-python plotly plotly-dash python python3 seabor seaborn streamlit streamlit-application streamlit-dashboard streamlit-web streamlit-webapp visualization web website

Last synced: 14 Nov 2024

https://github.com/felipecordero/vigasha

Web App for structural analysis of concrete beams

concrete-beams numpy pandas python streamlit structural-analysis

Last synced: 12 Feb 2025

https://github.com/germanpaul12/my-chess-com-games-analyzed-and-presented-on-streamlit

My Streamlit Web App in which I show the findings of analyzing all my chess.com games šŸ˜® Analyze your own games by just providing the username šŸ˜

api automation chess exploratory-data-analysis jupyter-notebook pandas streamlit

Last synced: 01 Jan 2025

https://github.com/germanpaul12/streamlit-lern-web-app-dhbw

Streamlit Flashcard Web-App for DHBW Mannheim WWI22DSB

dhbw dhbw-mannheim flashcards python3 streamlit streamlit-webapp

Last synced: 01 Jan 2025

https://github.com/arnavk-09/model_rishab

šŸµ Custom Trained Model to Act as my Friend...

chatbot dataset friendly sklearn streamlit trained-models

Last synced: 06 Feb 2025

https://github.com/tirendazacademy/my-first-ai-app

Building an AI-powered app with Streamlit & LangChain

deployment langchain langchain-python llms openai streamlit

Last synced: 01 Jan 2025

https://github.com/ata-turhan/delta-chatbot

It is a chatbot for answering questions with information in documents.

langchain llm openai python streamlit

Last synced: 23 Dec 2024

https://github.com/giuliosmall/twitter-trending-topics-pipeline

This project demonstrates trending topic detection using Apache Spark and MinIO. It processes Twitter JSON data with PySpark, leveraging distributed data processing and cloud storage. The entire project is containerized with Docker for easy deployment across architectures.

docker minio nlp pyspark pytest spacy spark streamlit

Last synced: 05 Feb 2025

https://github.com/coder12git/treasure-hacks-3.0

Doenca - Alzheimer's detection at your brain image.

google-maps-api machine-learning python streamlit

Last synced: 01 Jan 2025

https://github.com/sonu275981/whatsapp-chat-analyzer

A python-based web app project to Analyze and Visualize your WhatsApp group chats. The analysis includes most active users, most active date, most active time, top 5 users, analysis of chat on any date, etc. šŸ˜ŠšŸ˜ŠšŸ˜Šhttps://whatsappchatanalyzerr.herokuapp.com/

chat-analysis chat-application data-mining exploratory-data-analysis heroku pandas python-3 streamlit visualization whatsapp whatsapp-analysis whatsapp-analytics whatsapp-analyzer whatsapp-chat whatsapp-statistics

Last synced: 24 Dec 2024

https://github.com/lhiebert01/genai_pdf_app

Advanced PDF analysis and question-answering application powered by Google's Gemini Pro AI. Upload PDFs and get intelligent, structured responses to your questions about the document content

gemini-pro genai-chatbot langchain pdf-analysis python streamlit

Last synced: 30 Jan 2025

https://github.com/ujstor/streamlit-working-hours

The analysis pipeline involves combining the data forms, performing data cleaning, and starning streamlit server for statistical analysis.

data-pipeline numpy pandas statistics streamlit

Last synced: 22 Jan 2025

https://github.com/phidlarkson/jali-e-nsmq

AI-powered learning platform for NSMQ contestants, consisting of two main components: a Django-based ASGI application, Streamlit and a microcontroller setup.

artificial-intelligence microcontroller nsmq social-network streamlit

Last synced: 01 Jan 2025

https://github.com/leosimoes/uerj-tcc-analisador-dados

Trabalho de conclusĆ£o de curso (TCC) em Engenharia de ComputaĆ§Ć£o. Aplicativo Web para preparaĆ§Ć£o e anĆ”lise de dados, criaĆ§Ć£o de grĆ”ficos e modelos de regressĆ£o linear e logistica.

computer-engineer data-analysis data-science data-visualization linear-logistic linear-regression python streamlit

Last synced: 30 Jan 2025

https://github.com/jhaayush2004/groqgenius-chatbot

Conversational memory Chatbot using Groq & Langchain based on Llama3-70B model.

groq langchain langchain-memory llama3 llama3-70b-8192 streamlit

Last synced: 24 Dec 2024

https://github.com/jayanthpotluri5513/imageinferno-ai-recommendation-system

A platform utilizing real-time data analysis and Deep learning algorithms to deliver personalized trend recommendations for the user.

deep-learning machine-learning python recommendation-system streamlit tensorflow

Last synced: 13 Feb 2025

https://github.com/keanteng/flood_risk_model_2

šŸŒFlood risk modelling with logistic regression (multivariate)

flooding logistic-regression multivariate-regression python risk-analysis streamlit streamlit-webapp

Last synced: 30 Jan 2025

https://github.com/rizz1406/spam-email-detector

Spam Email Classifier using Python and Streamlit A simple machine learning project that classifies emails as **spam** or **ham** using the **Naive Bayes algorithm** and **TF-IDF** for text feature extraction. The project includes a user-friendly web app built with Streamlit

nlp pandas pytho3 scikit-learn streamlit

Last synced: 10 Feb 2025

https://github.com/vignesh1507/streamlit-applications

This repository contains streamlit applications/interfaces which i have developed using python and LLMs.

groq hacktoberfest hacktoberfest2024 ollama python streamlit

Last synced: 13 Feb 2025

https://github.com/faizpuad/dataengineeringproject-documentstreamingwithdata

The core objective of this project is to build an end-to-end data streaming pipeline that processes this dataset in real-time. By leveraging modern data engineering tools and techniques, we aim to connect, buffer, process, store, and visualize streaming data. This allows for better understanding of data flows, handling of large-scale real-time data

data-engineering document-streaming fastapi kafka mon spark-streaming-kafka streamlit

Last synced: 18 Dec 2024

https://github.com/jayanthpotluri5513/ml-project-on-iris-dataset-

In this machine learning project, we explore and analyze the famous Iris dataset. The goal of the project is to apply various machine learning techniques to classify the Iris flowers based on their measured features.

machine-learning matplotlib numpy pandas python streamlit

Last synced: 13 Feb 2025

https://github.com/jenishajustin/elevate_eda

Elevate EDA is an interactive data exploration tool designed to simplify Exploratory Data Analysis (EDA). Powered by Python and Streamlit, it offers visualizations, summary statistics, and automated reports to help users gain insights from their datasets efficiently.

plotly-express sklearn streamlit

Last synced: 10 Feb 2025

https://github.com/rezaafaisal/air-quality-analytics

This project focuses on creating a dashboard using streamlit. The purpose is to analyze the air quality at each station in china whose dataset is sourced from kaggle.com.

dashboard data-visualization data-wrangling exploratory-data-analysis numpy pandas python streamlit

Last synced: 24 Dec 2024

https://github.com/amruta33/youtub_transcript_genai

Unlocking the potential of efficient note-taking, our latest tool is poised to revolutionize the way you consume content from YouTube videos. With just a simple URL, our innovative platform enables you to effortlessly extract transcripts from any video and generate detailed notes in a matter of seconds. Gone are the days of pausing, rewinding, and

dl gemini-pro genai llm nlp python streamlit

Last synced: 05 Feb 2025

https://github.com/vishnun0027/llm-powered-chatbot

implement an LLM-powered chatbot. This chatbot will be able to have a conversation and remember previous interactions.

chat-history chat-model chatbot conversational-ai llm prompt-template streamlit

Last synced: 25 Jan 2025

https://github.com/rayyan9477/multiple-disease-prediction-system

This repository contains a Multiple Disease Prediction System leveraging machine learning techniques for accurate predictions. It utilizes Python, Pandas, Scikit-learn, and Flask for data preprocessing, model building, and web deployment. Explore the project and connect on LinkedIn for collaborations.

data-analysis data-science machine-learning python streamlit

Last synced: 10 Jan 2025

https://github.com/nobleknightt/stock-predictions

Stock Predictions App using Streamlit

python stock-price-prediction streamlit

Last synced: 17 Jan 2025

https://github.com/itmammoth/chat-example

A ChatGPT-like example with LangChain and Streamlit.

chatgpt langchain openai python streamlit tavily

Last synced: 22 Dec 2024

https://github.com/vishnun0027/crop_disease_classification

Image classification is the process of assigning a label or class to an image based on its visual content. Fine-tuning a Vision Transformer (ViT) on the Crop_Disease dataset involves adapting a pre-trained ViT model specifically for the task of identifying crop diseases in images. This process includes training the model on the Crop_Disease dataset

computer-vision deep-learning image-classification pillow python pytorch streamlit vision-transformer

Last synced: 25 Jan 2025

https://github.com/srp4214/algo-scheduler

Algo-Schedular is an interactive web application built with Python and Streamlit to visualize and simulate CPU scheduling algorithms, including: First-Come, First-Served (FCFS) Shortest Job First (SJF) Round Robin (RR) Shortest Remaining Time First (SRTF) Features: Dynamic Gantt chart visualization and tabular repesentation.

matplotlib os pandas python scheduling-algorithms streamlit

Last synced: 07 Feb 2025

https://github.com/mementomori11723/sentimental-analysis

A small project built for analysing the emotional context of a text (need to add V2)

go nltk streamlit

Last synced: 29 Jan 2025

https://github.com/miteshgupta07/intellichat

IntelliChat is a conversational AI chatbot with persistent history and multi-language support. Built using Streamlit, LangChain, and ChatGroq, it provides context-aware, customizable responses in five languages.

chatbot generative-ai groq langchain streamlit

Last synced: 02 Feb 2025

https://github.com/mementomori11723/gifnetor

A video to gif converter built in go and ffmpeg

conversion image-processing opencv pillow python streamlit

Last synced: 29 Jan 2025