NeoSOFT-Technologies / Java-NeuralNetwork-POC

Custom Object Detection using YOLO v5

• This repository contains Car dents detection project which is built using concepts of Convolutional Neural Networks.
• It takes an image of size 640 * 640px as an input and detect dents present in it.
• Use this repository and start working without spending time on training the DL model for car dent detection.

Built with

Frameworks/Libraries and tools used in this project are -

• YOLO (You only look once) Algorithm version 5
• Deep Java Library
• Google Collab Notebook
• Makesense.ai
• RoboFlow

Installation

Clone this repo

  git clone https://github.com/NeoSOFT-Technologies/Java-NeuralNetwork-POC.git

Wiki

Refer this Wiki documents for the procedure of custom object detection using YOLO v5

• Introduction
• Create a labelled Dataset for training
• Train YOLO v5 model on Google Collab
• Import and Run trained model in java