Electric Vehicle Charger Socket Detection (React Native + Expo, ONNX)

Built mobile app for EV socket detection from camera and gallery images. This project demonstrates practical execution from architecture and implementation to measurable delivery outcomes.

Personal ProjectsYear 2025

Project Overview

Objective

Built mobile app for EV socket detection from camera and gallery images.

Stack

React NativeExpoONNXYOLOv8

Delivery highlights

Built a React Native (Expo) mobile app to detect and classify EV charger socket types in real time from the camera and gallery images. Trained a YOLOv8 detection model and deployed it via ONNX for on-device inference, implementing image preprocessing and an in-app overlay for bounding boxes, labels, and confidence scores.

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