Skip to content

End-to-end Object Detection project meant for deployment on Amazon SageMaker that classifies and localizes different breeds of dogs

Notifications You must be signed in to change notification settings

ParthivNaresh/Dogs-ObjectDetection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 

Repository files navigation

Identifying Dogs

This is an end-to-end Object Detection project that classifies and localizes different breeds of dogs. Since this is an end-to-end project, it will cover every step from data acquisition to model deployment into an Android app.

Prerequisites

  • Amazon account
  • Android Studio
  • Python 3
  • Fatkun Batch Downloader
  • Roboflow.ai

Problem Statement

This is an educational project that, with enough data, can become more practical in use. It's not always easy to tell the breed of a dog, either because some breeds overlap physical traits or the name might slip the mind. The end goal of this project (which is subject to change depending on how robust of a model can be made) is to build, train, and deploy an Object Detection model that can classify and localize different breeds of dogs in a picture taken through an android app.

About

End-to-end Object Detection project meant for deployment on Amazon SageMaker that classifies and localizes different breeds of dogs

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published