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Harnessing AI & ML for
Dog Breed Identification

A Case Study on the Dog Breed Scanner App

About project

With the Dog Breed Scanner app, the world of dog breeds is at your fingertips! Our state-of-the-art application utilizes AI and ML to identify over a hundred distinct dog breeds. Uncover fascinating facts, engage in informative quizzes, and delve deeper into the characteristics of all breeds with our extensive database, which includes details about height, weight, origin, lifespan, and more. Whether you’re a dog lover looking to broaden your knowledge or a professional in need of quick, accurate breed identification, our app is your perfect companion.

Category

AI/ML Technologies
Mobile Application Development

Expertise Utilized

  • Mobile Application Design
  • Backend APIs
  • UI/UX Design
  • AI/ML Implementation

Team Composition

  • Agile team of 1

Time to MVP Launch

  • Swift development with MVP ready in just 1 week

Project Delivery Timeline

  • Full-featured product delivered in a mere 2 weeks

Challenges Overcome

Our project faced several demanding challenges

  • Creating an image recognition system that could function offline
  • Ensuring the local model could be updated periodically
  • Crafting a user-friendly and engaging UI/UX
  • Implementing a feedback mechanism to continually enhance breed identification accuracy

Our Solution

We overcame these challenges with innovative
approaches and cutting-edge technology
  • TensorFlow Lite was implemented to allow offline image recognition
  • We developed a seamless UI/UX using Flutter
  • To keep breed data current, we linked the app to a constantly updated Wiki source
  • We enhanced user engagement by incorporating an interactive quiz feature
  • A feedback section was added to collect user insights and facilitate ongoing app improvement

Key Features

Our app boasts a host of compelling features

  • Instant breed identification with a single click, using either an
    image or the camera
  • Fully functional offline capability
  • Engaging quizzes and a wealth of breed-related information
  • AI-powered breed detection with accuracy percentages for
    trustworthines

Technology Stake

Our project leveraged a variety of leading-edge
technologies

Backend

Firebase

Database

Firestore

Mobile Tech

Flutter

AI/ML

TensorFlow Lite

UI/UX Design

Figma

This project showcases our capacity to deliver high-quality, innovative solutions that effectively combine
AI/ML technology, mobile app development, and UI/UX design. With our Dog Breed Scanner app, identifying
dog breeds has never been easier or more enjoyable!

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