madhavtripathi05 / ml_examples

Material Design Application which will help you to get started with ML and In-App examples of some Algorithms. (WIP)

ML Examples

Material Design Application which will help you to get started with ML and In App examples of some Algorithms.

Download APK

Some Screenshots:

Dashboard

ML Algorithms

Sentiment Analysis

Generate Caption from Image

OCR

QnA based upon given Context

Object Detection using Yolo (TFLite)

StyleTransfer

Pose Estimation using Posenet (TFLite)

Image Segmentation using Deeplab (TFLite)

TODOs

• Complete Search Option
• Add research APIs (maybe create an API ?!)
• Add more stuff in get started
• Add More Categories
• Refine Web App
• Try calling ml5.js Models using JS Channels (This is gonna be challenging)

APIs used

IBM Models

• OCR
• Image Caption Generation
• Style Transfer
• Question Answering

Rapid API (Sentiment Analysis)

• Sentiment Analysis

Models used

TFLite Models

• Deeplab
• Mobilenet
• Posenet
• Yolo

Developed with Flutter and Getx

Flutter

Getx

Webapp (WIP)