heliosx7/image-captioning-app

📷 Deployed image captioning ML model using Flask and access via Flutter app

Image Captioning app 📷

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Build-A-Bit Concetto 19

Team Name : The Unknowns

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Problem Overview

Blindness makes life rather difficult for people who suffer from this health problem, but the use of technology can help in some day-to-day tasks. In this context, the present work focuses the development of a photo-to-speech application for the blind. Intelligent Eye, as the name suggests, is a technical remedy for the visually impaired so that they can navigate themselves with their own self without external assistance. Ideology behind this project is to strike an impact on the society so that visually backward beings can equalise their status. In this project, we combined both image and text processing to build a useful deep learning application.

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Requirements

Python

• Flask
• Keras
• NumPy

Flutter

• image_picker
• dio
• http
• flutter_tts

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Workflow

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Demo

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References

https://github.com/SHARONZACHARIA/Deploy-ML-model

image-captioning-app's Issues

Could you explain the detail steps to run the app?

Could you explain the detail steps to run the app?
Understanding Flask and Flutter is too difficult to me (because of my jelly brain..)
Could you explain the detail steps?? (ex. 1.install the flutter 2.download gits to studio......etc)

Flutter app not showing caption in the text box

While running the app, the uploadImage function prints the caption in the console but the caption is not being sent to the getCaption function. Even on refreshing, the app doesn't show the caption but only keeps the text "refresh!". I really need some help with this, please respond.

Matmul failure in train.py file

Error in train.py file while running the epochs