DataTalksClub/mlops-zoomcamp

Free MLOps course from DataTalks.Club

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muhammadhassaan-solves/containerize-and-deploy-ml-model-with-kubernetes

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Irene-Busah/machine-learning-Ops

End-to-end Machine Learning Operations (MLOps) workflows, including model development, versioning, CI/CD pipelines, deployment, monitoring, and automation. Built as part of my MLOps course to demonstrate real-world practices for managing production-grade ML systems.

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joseph-nagel/model-serving

ML model serving

Language: Python - Size: 11.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

FedML-AI/FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Language: Python - Size: 892 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 3,898 - Forks: 754

open-edge-platform/geti-sdk

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

Language: Python - Size: 57.3 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 117 - Forks: 29

demml/opsml

Quality Control for AI Artifact Management

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Yash-Kavaiya/30-Days-LLM-Mastery-Course

30-Days-LLM-Mastery-Course: A comprehensive, hands-on course diving deep into Large Language Models (LLMs). From foundational concepts to advanced techniques, learn to build, train, and deploy state-of-the-art language models.

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microsoft/SynapseML

Simple and Distributed Machine Learning

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nndeploy/nndeploy

Easy-to-use, high-performance, multi-platform inference deployment framework

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openlayer-ai/openlayer-python

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

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data-umbrella/event-transcripts

transcripts from our recorded events

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Alireza-Motazedian/Regression_API_with_PostgrSQL

Modular Regression Models — A curated suite of standalone repositories showcasing linear, polynomial, and advanced regression techniques, each built with clean, production-ready pipelines and real-world applications.

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Alireza-Motazedian/Classification_API_with_PostgrSQL

End-to-End Classification APIs — A curated suite of production-ready classification models, each deployed via FastAPI with PostgreSQL and Docker integration.

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Kratugautam99/Global-Shark-Attack-Project

Global Shark Attack Warner is an interactive Flask-powered web app that uses a trained ML model to predict your shark-attack risk—High or Low—based on activity, shark species, time of day, attack type and location. With a dynamic beach background and playful shark animations, it makes exploring marine safety both informative and fun.

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krishnaura45/price-prophet

House🏠 Price💰 Prediction | Multi-Pipelines and Models | 🌀 ZenML, MLflow | 🧪Streamlit

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Ssekamanya-David/Zoom

Zoom is a powerful video conferencing app for meetings, webinars, and events. Connect easily with HD video, secure rooms, and intuitive features. 🐙💻

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GetSoloTech/solo-server

Server for Physical AI Inference

Language: Python - Size: 128 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 239 - Forks: 20

JasonSloan/DeepFusion

A ready-to-use notebook!

Language: C++ - Size: 508 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 52 - Forks: 7

amkrajewski/mpdd-alignn Fork of usnistgov/alignn

MPDD Calculator for Atomistic Line Graph Neural Network Deployment

Language: Python - Size: 151 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 4 - Forks: 1

RuiFSP/mlops-zoomcamp-2025

MLOps Zoomcamp Course

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TamilselvanRaman/Student_Skill_Tracker

🎓 Student Skill Tracker Student Skill Tracker is a web-based application developed using Python for the backend and HTML/CSS for the frontend. It is designed to help students and administrators manage and track student skills, certifications, or achievements in a structured and secure way.

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iam-salma/ml-bootcamp

🧠 A hands-on, beginner-to-advanced Machine Learning Bootcamp covering 🧪 EDA, 🤖 supervised & unsupervised learning, 🎯 model tuning, 🧰 feature engineering & 🚢 deployment using Docker

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Project-MONAI/monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

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neavdak/industrial-process-simulation

Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration

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bentoml/Yatai

Model Deployment at Scale on Kubernetes 🦄️

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alexliap/sk_serve

Deployment of a Scikit-Learn Pipeline made easy.

Language: Python - Size: 5.12 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

DHANA5982/Machine-Learning-with-Python-Lr

A complete collection of Python machine learning notebooks, code, and datasets for study and practice, organized by topic and algorithm.

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underneathall/pinferencia

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Language: Python - Size: 9.57 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 555 - Forks: 85

saikumar787/Car_Price_Prediction_Using_Linear-Regression

A machine learning project to predict the selling price of used cars using regression techniques. Includes data preprocessing, model training, evaluation, and testing on new data.

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ramesh-dev-code/openvino-projects

This repository is a collection of Python scripts and Jupyter notebooks for understanding the performance improvement in image classification, object detection and instance segmentation with OpenVINO. It also contains reference implementations of dwell time analytics, ALPR and polyp detection.

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raptor-ml/raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

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bentoml/BentoOCR

Turn any OCR models into online inference API endpoint 🚀 🌖

Language: Python - Size: 2.83 MB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 56 - Forks: 4

aniketmaurya/chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Language: Python - Size: 22.3 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 228 - Forks: 37

Borun3193/California_Housing_Price_Prediction_XGBoost

Machine Learning Regression Model with FastAPI

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ShannonAI/service-streamer

Boosting your Web Services of Deep Learning Applications.

Language: Python - Size: 170 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 1,241 - Forks: 190

sabin74/customer_churn_prediction

Predict whether a customer will churn (leave the service) based on their usage and demographic data using machine learning.

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Avnish1447/Plant-Disease-Detection

🌿 Plant Disease Detection Web App 🔍 | Detects crop diseases from leaf images using a CNN trained on the PlantVillage dataset. 🧠 Built with Keras, OpenCV & Flask. Upload and predict in real-time with high accuracy! 🚀

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AdilShamim8/Laptop-Price-Predictor

A machine learning project that predicts laptop prices based on key specifications using regression modeling.

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bentoml/diffusers-examples

API serving for your diffusers models

Language: Python - Size: 57.6 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 4

prabhuomkar/bitbeast

Experiments with Model Training, Deployment & Monitoring

Language: Python - Size: 895 KB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 39 - Forks: 4

notAI-tech/fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

Language: Python - Size: 15.7 MB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 98 - Forks: 17

slv-ai/MLOps-zoomcamp

MLOps course from DataTalks.club

Language: Jupyter Notebook - Size: 175 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

TaimoorKhan10/MLOps-Forge

A complete production-ready MLOps framework with built-in distributed training, monitoring, and CI/CD. Deploy ML models to production with confidence using our battle-tested infrastructure.

Language: Python - Size: 221 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

wangxb96/Awesome-EdgeAI

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

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jxareas/mlops-zoomcamp-2025

MLOps Zoomcamp 2025.

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C1B3r/industrial-process-simulation

Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration

Language: Jupyter Notebook - Size: 706 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

SuryaVamsi-P/Loan-Default-Prediction-System-Flask-ML

Built and deployed a Flask-based machine learning system to predict loan default risk using customer demographics and financial indicators. Applied advanced ensemble models like XGBoost and LightGBM to achieve ~99% accuracy. Designed a full-stack solution with real-time prediction capabilities, enabling faster, smarter loan decisions in banking.

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krishnaura45/model-deployment-testing

First Repo Deployment

Language: Python - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

truefoundry/cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Language: Python - Size: 50.4 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 4,073 - Forks: 333

Lao6tu/Steam-Game-Recommender

A deep learning-based game recommendation system using the Steam games dataset. The model is implemented by machine learning and neural network approaches to extract complex relationships among game features and build a recommendation system that can suggest similar games based on a user's input.

Language: Python - Size: 255 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

NimbleBoxAI/nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

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afsharino/DataTalksClub

This repository houses my solutions to a diverse range of machine learning assignments and projects completed during the ML Zoom Camp , and MLOps Zoom Camp, a comprehensive machine learning boot camp.

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levisstrauss/End-to-End-MLOps-Pipeline-NYC-Rental-Price-Prediction

End-to-end MLOps pipeline for NYC short-term rental price prediction using MLflow and W&B. Features data validation, feature engineering, model training, hyperparameter optimization, and automated deployment with weekly retraining.

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cleanlab/cleanlab-studio

Client interface to Cleanlab Studio and the Trustworthy Language Model

Language: Python - Size: 3.52 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 32 - Forks: 9

luuisotorres/fastapi-iris-predictor

Simple API built with FastAPI for real-time predictions on the iris flower dataset using a Logistic Regression model.

Language: Jupyter Notebook - Size: 8.04 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

jim-schwoebel/allie

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Language: Python - Size: 275 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 141 - Forks: 35

SayamAlt/Weather-Prediction-using-Machine-Learning

Successfully developed a machine learning model which can accurately classify the weather based on various features pertaining to weather-related data and atmospheric conditions.

Language: Jupyter Notebook - Size: 9.35 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 5

msaakaash/customer-sales-forecasting

A full-stack data science project that forecasts customer sales and predicts churn using machine learning, visual analytics, and interactive dashboards.

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SayamAlt/Company-Bankruptcy-Prediction

Successfully developed a machine learning model which can accurately predict whether a firm will become bankrupt or not, depending on various features such as net value growth rate, borrowing dependency, cash/total assets, etc.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

somyadipghosh/FakeBuster

FakeBuster is a powerful tool designed to detect and expose deepfakes, misinformation, and digital deception.

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Koldim2001/Image_captioning

Генерация описаний к изображениям с помощью различных архитектур нейронных сетей

Language: Jupyter Notebook - Size: 34 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 0

dataninsight/mlops-zoomcamp

This is the repository for my MLOPS bootcamp with DataTalkClubs https://github.com/DataTalksClub/mlops-zoomcamp

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Tolinez/fastapi-iris-predictor

Simple API built with FastAPI for real-time predictions on the iris flower dataset using a Logistic Regression model.

Language: Jupyter Notebook - Size: 5.65 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

narpat78/Image-Classification-using-SVM

An image classifier built using Support Vector Machine (SVM) to distinguish between three categories of images. Deployed via an interactive Streamlit web application.

Language: Jupyter Notebook - Size: 228 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Samuelson777/CarDheko-UsedCarPricePrediction

This project leverages machine learning to enhance customer experience in the used car market by predicting car prices based on features like make, model, and year. The model is integrated into an interactive Streamlit web application for user-friendly access.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SayamAlt/Liver-Cirrhosis-Stage-Prediction

Successfully established a machine learning model which can determine whether an individual is vulnerable to the Cirrhosis disease or not by predicting its corresponding stage based on a unique set of medical features such as Cholesterol, Prothrombin, etc. pertaining to that person.

Language: Jupyter Notebook - Size: 5.48 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

GokulGowthamS/Clickstream-customer-conversion

Analyzes clickstream data from an e-commerce platform to predict customer conversions, estimate potential revenue, and segment users for personalized marketing strategies. By leveraging machine learning techniques, the project enhances decision-making for businesses seeking to optimize user engagement and sales.

Language: Jupyter Notebook - Size: 40.8 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

AhmetZamanis/DeepLearningEnergyForecasting

Time series forecasting on an hourly energy dataset, with LSTM & Transformer models implemented in PyTorch Lightning. Deployment of the Transformer model using Docker, with GPU support.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 30 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

ezechias463/Data-Science-Capstone-Project

This project is part of the Data Science Specialization provided by IBM on Coursera. Data scientists use data to solve several problems in the society. This project is an example of what a real data science project looklike. The project aims at predicting whether the launch of a newly made Falcon 9 space craft would land sucessfully or not.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

husskhosravi/simple-mlops-project

MLOps practices

Language: Python - Size: 25.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

RubixML/Server

A standalone inference server for trained Rubix ML estimators.

Language: PHP - Size: 18.3 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 62 - Forks: 11

modzy/sdk-python

Python library for Modzy Machine Learning Operations (MLOps) Platform

Language: Python - Size: 1.36 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 25 - Forks: 3

TUMFTM/EA_Battery_MDF

This repository provides a model deployment framework (MDF) for real-time lithium-ion battery model utilization in CAN-capable test benches. It can be used for the investigation of advanced battery management strategies in short- and long-term experimental studies.

Language: Python - Size: 3.31 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1

pxxthik/Real-Estate-Data-Science

99acres Insightful Estates provides stakeholders with actionable insights and personalized recommendations by analyzing real estate trends using advanced data science methodologies.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 3

render-examples/fastai-v3

Starter app for fastai v3 model deployment on Render

Language: Python - Size: 47.9 KB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 218 - Forks: 2,298

Abhijit-2592/model-server

gRPC server for hosting ML models trained on any framework in python

Language: Python - Size: 372 KB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 78 - Forks: 12

rani-sikdar/Credit-Card-Fraud-Detection

The project aims to build a credit card fraud detection model, which tells us if the transaction made by the card is fraud or not. We will use the transaction and their labels as fraud or non-fraud to detect if the new transaction made by the customer is fraud or not.

Language: Jupyter Notebook - Size: 78.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bentoml/transformers-nlp-service

Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more

Language: Python - Size: 6.3 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 44 - Forks: 3

Koldim2001/Factory_detection

Проект по созданию системы безопасности на предприятии, реализующей детектирование людей и автоматическую проверку наличия касок по изображениям с видеокамер

Language: Jupyter Notebook - Size: 34.3 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 2

SayamAlt/Health-Insurance-Claim-Prediction

Successfully established a machine learning model which can estimate the net health insurance claim of an individual based on a set of characteristics of that individual to an appreciable level of accuracy.

Language: Jupyter Notebook - Size: 9.08 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

algorithmiaio/algorithmia-modeldeployment-action

Algorithmia Github Action capable of running Jupyter notebooks to create the ML model, uploading the model and updating the algorithm at Algorithmia

Language: Python - Size: 781 KB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

acbikash13/ImageClassifier

This app classifies images into predefined categories by training a Convolutional Neural Networks (CNNs) model. It provides real-time predictions with a user-friendly interface for uploading and classifying images. It is hosted on Azure. Technologies used: Python, TensorFlow, Keras, Flask, Azure

Language: HTML - Size: 59.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bentoml/bentoctl 📦

Fast model deployment on any cloud 🚀

Language: Python - Size: 10.9 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 176 - Forks: 30

mylena13s/MLOps

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

JBris/clearml-testing

Testing out ClearML.

Language: Python - Size: 269 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JBris/seldon-testing

Testing MLServer and Alibi

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Nixonmainali/COVID-19-Detection-from-Chest-X-Rays

For the Semester-Final Team Project, my friends and I have built a CNN model to classify chest X-ray images into Normal, COVID-19, and Pneumonia (Viral/Bacterial) cases.

Language: Jupyter Notebook - Size: 4.34 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

balavenkatesh3322/model_deployment

A collection of model deployment library and technique.

Size: 175 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 73 - Forks: 9

algorithmiaio/model-deployment

Examples showcasing model deployment

Language: Jupyter Notebook - Size: 4.48 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 9

AdityaAdaki21/Poultry-Intrustion-detection

This project aims to develop a Poultry Intrusion Detection System using YOLOv7-tiny with Streamlit

Language: Python - Size: 41.1 MB - Last synced at: 4 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

GokulGowthamS/Smart-Premium

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

bentoml/gallery

BentoML Example Projects 🎨

Size: 123 MB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 138 - Forks: 48

maxim-eyengue/Python-Codes

Free Data Certifications, Tools and Data Manipulation with Python

Language: Jupyter Notebook - Size: 205 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ForestFlow/ForestFlow

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

Language: Scala - Size: 818 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 73 - Forks: 17

jibbs1703/Model-Deployment-with-Triton

This repository contains the steps in deploying/serving models in production using the Triton Inference Server.

Language: Python - Size: 33.2 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Gregoritsch3/DL_CV_E2E_PotatoDiseaseClassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). Its purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

rickiepark/aiml4coders

<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소

Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 19

etsryn/OpenAI-GPTs

OpenAI-GPTs – A repository dedicated to exploring and experimenting with various OpenAI GPT models for natural language processing tasks. It includes fine-tuning, prompt engineering, and deployment techniques, along with code samples and resources for leveraging GPT-based models for diverse applications in AI research, automation, and more.

Size: 6.84 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Loki-Silvres/Dental-Disease-Detection

Detect various dental diseases from panoramic x-ray images using instance segmentation models.

Language: Python - Size: 5.5 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0