Python Mnist-fastapi-celery-triton Resources

Training a NN to 99% accuracy on MNIST in 0.76 seconds A quick study on how fast you can reach 99% accuracy on MNIST with a single laptop. Our answer

BBB Face Recognizer Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time. Instalati

简体中文 | English 项目介绍 FastAPI-Amis-Admin fastapi-amis-admin是一个拥有高性能,高效率,易拓展的fastapi管理后台框架. 启发自Django-Admin,并且拥有不逊色于Django-Admin的强大功能. 源码 · 在线演示 · 文档 · 文

Deploying ML models with FastAPI, Docker, and Kubernetes By: Sayak Paul and Chansung Park This project shows how to serve an ONNX-optimized image clas

diskspace-monitor-CRUD Background The build system is part of a large environment with a multitude of different components. Many of the components hav

SQLAlchemy Admin for Starlette/FastAPI SQLAdmin is a flexible Admin interface for SQLAlchemy models. Main features include: SQLAlchemy sync/async engi

Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker A example FastAPI PyTorch Model deploy with nvidia/cuda base docker. Model

Differential Privacy (DP) Based Federated Learning (FL) Everything about DP-based FL you need is here. （所有你需要的DP-based FL的信息都在这里） Code Tip: the code o

fastapi-better-di What is this ? fastapi-better-di is a utility that allows you to use DI in fastapi without Depends() Installation pip install fastap

stac-fastapi-caching Stac-fastapi built on Tile38 to support caching. This code is built on top of stac-fastapi-elasticsearch 0.1.0 with pyle38, a Pyt

pyfa-converter Makes it pretty easy to create a model based on Field [pydantic] and use the model for www-form-data. How to install? pip install pyfa_

custom-cnn-fashion-mnist Creating a custom CNN hypertunned architeture for the Fashion MNIST dataset with Python, Keras and Tensorflow. The following

fastapi-sio Socket.io FastAPI integration library with first-class documentation using AsyncAPI The usage of the library is very familiar to the exper

PyOpenVINO - An Experimental Python Implementation of OpenVINO Inference Engine (minimum-set) Description The PyOpenVINO is a spin-off product from my

You can see the previous work from: https://github.com/Curt-Park/producer-consumer-fastapi-celery https://github.com/Curt-Park/triton-inference-server

FastAPI ML Template Run Web API Local $ sh run.sh # poetry run uvicorn app.mai

pyflycli is a command-line interface application built with Typer that allows you to view flights above your location.

Redis-based rate-limiting for FastAPI

Docker Sample Project - FastAPI + NGINX Run FastAPI and Nginx using Docker container Installation Make sure Docker is installed on your local machine

This is a template for FastAPI that comes with authentication preconfigured.

BreakFastApi 🍣 🍔 🍕 The most delicious API on the web. Just send a request and you'll receive the most mouth watering dish recipe with estimated coo

Mnist API server w/ FastAPI

brif A boilerplate tool based on Docker, designed to streamline the development and deployment of IIIF compliant platforms. Embedded with FastAPI, Cel

FastAPI Auth Middleware We at Code Specialist love FastAPI for its simplicity an

FastAPI_and_SocketIO A server hosts a FastAPI application and multiple clients can be connected to it via SocketIO. Executing server.py sets up the se

Tutorial Repository with a minimal example for showing how to deploy training across various compute infrastructure.

Eureka is a Rest-API framework scraper based on FastAPI for cleaning and organizing data, designed for the Eureka by Turing project of the National University of Colombia

Using DVC with PyCaret & FastAPI (Demo) This repo contains all the resources for my demo explaining how to use DVC along with other interesting tools

Plant Pathology 2020 FGVC7 Introduction A deep learning model pipeline for training, experimentaiton and deployment for the Kaggle Competition, Plant

csrf-starlette-fastapi Dead simple CSRF security middleware for Starlette ⭐ and Fast API ⚡ Will work with either a input type="hidden" field or ajax

FastAPI2 Admin Introduction fastapi-admin2 is an upgraded fastapi-admin, that supports ORM dialects, true Dependency Injection and extendability. Now

This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

Voucher-API Requirement Docker Installed on system Libraries Pandas Psycopg2 FastAPI PyArrow Pydantic Uvicorn How to run Download the repo on your sys

Twitter API monitor with fastAPI + MongoDB You need to have a file .env with the following variables: DB_URL="mongodb+srv://mongodb_path" DB_URL2=

Welcome This is an API written in python that uses FastAPI. It is a simple API that can detect discord tokens in Images. Installation There are curren

Project IBEX A Celery application to collect data, download media and extract information from social media APIs. Requirements You must have a Redis D

FastAPI tutorial Code for my video tutorial FastAPI tutorial What is FastAPI? FastAPI is a high-performant REST API framework for Python. It's built o

TweeSent Backend Tweesent backend. This repo uses fastAPI as the web framework.

FastAPI Server-sided Session FastAPI Server Session is a dependency-based extension for FastAPI that adds support for server-sided session management.

Add you own metrics to your celery backend

PyTorch Image Classification Following papers are implemented using PyTorch. ResNet (1512.03385) ResNet-preact (1603.05027) WRN (1605.07146) DenseNet

A simple end to end consumer lending decision engine powered by Google Cloud Platform (firebase hosting and cloudrun)

FastAPI tutorial Code for my video tutorial FastAPI tutorial What is FastAPI? FastAPI is a high-performant REST API framework for Python. It's built o

Fashion-Mnist Classifier with PyTorch Inference 1- clone this repository: git clone https://github.com/Jhamed7/Fashion-Mnist-Classifier.git 2- Instal

Python SaaS Boilerplate for building Software-as-Service (SAAS) apps with FastAP

FastAPIRateLimit Contributing is F&E (free&easy) Y Usage pip install farlimit N

Generate FastAPI projects for high performance applications. Based on MVC architectural pattern, WSGI + ASGI. Includes tests, pipeline, base utilities, Helm chart, and script for bootstrapping local Minikube with high available Redis cluster.

FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

The base to start an openapi project featuring: SQLModel, Typer, FastAPI, JWT Token Auth, Interactive Shell, Management Commands.

NoneBot ✨ 跨平台 Python 异步机器人框架 ✨ 文档 · 安装 · 开始使用 · 文档打不开？ 简介 NoneBot2 是一个现代、跨平台、可扩展的 Python 聊天机器人框架，它基于 Python 的类型注解和异步特性，能够为你的需求实现提供便捷灵活的支持。

This is a simple blogging app backend built with FastAPI. This project is created to simulate a real CRUD blogging system. It is built to be used by s

Brain-Inspired Replay A PyTorch implementation of the continual learning experiments with deep neural networks described in the following paper: Brain

cbpa Coinbase Pro Automation for making buy orders from a default bank account.

Python + Poetry REST API with FastAPI, hosted on GCP This template will get you ready to deploy a FastAPI app in Google Cloud with automatic API versi

deep_nn_model_with_only_python_100%_test_accuracy deep learning model with only python and numpy with test accuracy 99 % on mnist dataset and differen

A distributed crawler for weibo, building with celery and requests.

streamlit-fastapi-model-serving Simple example of usage of streamlit and FastAPI for ML model serving described on this blogpost and PyConES 2020 vide

🚀 An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku

Project Insight NLP as a Service Contents Introduction Features Installation Setup and Documentation Project Details Demonstration Directory Details H

Caching tool for python, working with Redis single instance and Redis cluster mo

Authentication with fastapi and jwt cd realistic Dependencies bcrypt==3.1.7 data

Deploy/View images to database sqlite with fastapi cd realistic Dependencies dat

Fashion-Entity-Classification - Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. Zalando intends Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms. It shares the same image size and structure of training and testing splits.

htmdf Converts html to pdf with support for variables using fastApi. Installation Clone this repository. git clone https://github.com/ShreehariVaasish

Auth-Starters Different APIs using Django & Flask & FastAPI to see Authentication Service how its work, and how to use it. This Repository based on my

Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.

Flask-vs-FastAPI Understanding Flask vs FastAPI Web Framework. A comparison of two different RestAPI frameworks. IntroductionIn Flask is a popular mic

Getting Started We provide a sample app using Fastapi that you can deploy on App

Lupyne is a search engine based on PyLucene, the Python extension for accessing Java Lucene. Lucene is a relatively low-level toolkit, and PyLucene wr

Starlite Starlite is a light, opinionated and flexible ASGI API framework built on top of pydantic and Starlette. Check out the Starlite documentation

fast_api_image_validator An image validator using FastAPI.

[TensorFlow 2] Attention is all you need (Transformer) TensorFlow implementation of "Attention is all you need (Transformer)" Dataset The MNIST datase

moneyTransfer Overview Money Transaction is a system based on the recent famous FastAPI. techniques selection System's technique selection is as follo

A simple api written in python/fastapi that serves movies from a cassandra table. 1)clone the repo 2)rename sample_global_config_.py to global_config.

my-notes-app Simple notes app backend using Python's FastAPI framework. Route "/": User login (GET): return 200, list of all of their notes; User sign

🌱 MyChef 📦 Overview MyChef is an application that helps you decide what meal to make based on what you have at home. Simply enter in ingredients you

Python project template for Web API with cookiecutter What's this This provides the project template including minimum test/lint/typechecking package

Repost FastAPI This is the FastAPI implementation of the Repost API. Installation Python 3 must be installed and accessible through the use of a termi

React Native - Service Integration with FastAPI Backend. A Sample App to Demonstrate React Native and FastAPI Integration UI Based on NativeBase toolk

simple-report-data-table-vuetify A simple web to serve data table. It is built with Vuetify, Vue, FastApi. The main features: RBAC with casbin simple

StartApp Simple boilerplate ready for development Notes Currently supported frameworks are: FastApi, Flask 🔨 Installation $ sudo pip3 install starta

SweetHome 从零开始打造智能家居系统的尝试，主要的实现有 可以扫码添加设备并控制设备的Android App 可以控制亮灭的灯，并可以设置在Android App连接到指定Wifi后自动亮起 可以控制开关的窗帘，机械结构部分自己设计并3D打印出来 树莓派主控，实现Http请求接口和ZigBe

Blocktile Minecraft biome tile server writing on Python using FastAPI Usage https://blocktile.herokuapp.com/overworld/{seed}/{zoom}/{col}/{row}.png s

todo-list-fastapi practice project How to run Install dependencies npm, yarn: standard-version, husky make: script for lint, test pipenv: virtualenv +

Transactions API Rest Implement and design a simple REST API Description We need to a simple API that allow us to register users' transactions and hav

AuthenticationX 💫 Ready-to-use and customizable Authentications and Oauth2 management for FastAPI ⚡ Source Code: https://github.com/yezz123/AuthX Doc

FastAPI Cloud Auth fastapi-cloudauth standardizes and simplifies the integration between FastAPI and cloud authentication services (AWS Cognito, Auth0

FastAPIwee FastAPI + PeeWee = 3 Using Python = 3.6 🐍 Installation pip install FastAPIwee 🎉 Documentation Documentation can be found here: https://

Piccolo Admin Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables - allowing you to easily add / edit / filter your

fastapi-cache Introduction fastapi-cache is a tool to cache fastapi response and function result, with backends support redis, memcache, and dynamodb.

fastapi-chameleon Adds integration of the Chameleon template language to FastAPI. If you are interested in Jinja instead, see the sister project: gith

fastapi-events An event dispatching/handling library for FastAPI, and Starlette. Features: straightforward API to emit events anywhere in your code ev

fastapi-jinja Adds integration of the Jinja template language to FastAPI. This is inspired and based off fastapi-chamelon by Mike Kennedy. Check that

FastAPI Zeit Now Deploy a FastAPI app as a Zeit Serverless Function. This repo deploys the FastAPI SQL Databases Tutorial to demonstrate how a FastAPI

Disclaimer I won't answer issues or emails regarding the project anymore. The project is old and not maintained anymore. I'm not sure if it still work

fastapi-websocket-broadcast An example of the familiar 'chat' websocket demo app, implemented in FastAPI / Starlette. Run with uvicorn app:app And th

JeffQL A Simple FastAPI authentication & Login API using GraphQL and JWT. I choose this Name JeffQL cause i have a Low level Friend with a Nickname Je

Mailer Dead-simple mailer micro-service for static websites A free and open-source software alternative to contact form services such as FormSpree, to

This project is a realworld backend based on fastapi+mongodb. It can be used as a sample backend or a sample fastapi project with mongodb.

redis-streams-fastapi-chat A simple demo of Redis Streams backed Chat app using Websockets, Python Asyncio and FastAPI/Starlette. Requires Python vers