Giter Site home page Giter Site logo

codeproject / deepstack-trainer Goto Github PK

View Code? Open in Web Editor NEW

This project forked from johnolafenwa/deepstack-trainer

1.0 0.0 1.0 1.04 MB

Custom Object Detection Training for DeepStack

License: GNU General Public License v3.0

Dockerfile 1.25% Python 96.10% Shell 2.65%

deepstack-trainer's Introduction

DeepStack Custom Object Detection Training

DeepStack is a cross platform AI engine for performing Object Detection, Face Detection and Face Recognition on the edge and the cloud.

This repo provides functionality to train object detection models on your own objects, the model from this can be instantly deployed to DeepStack on Desktop devices, Nvidia Jetson devices and the cloud.

Follow the instructions in this repo for setup, preparing your dataset, training your model and deploying for production use with DeepStack.

Setup and Train on Google Colab

Local Setup and Installation

Clone DeepStack Trainer

git clone https://github.com/johnolafenwa/deepstack-trainer

Install Requirements

  • Install Python3.7 or higher
  • Install PyTorch
  • Run 
     pip install -r requirements.txt

deepstack-trainer's People

Contributors

johnolafenwa avatar

Stargazers

avatar

Forkers

dorucioclea

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.