Blind-Vision
Assisting blind people with the help of image-captioning via a smartphone app. The application makes use of two neural networks, a CNN-based image feature extractor, and an LSTM based sentence generator. The user is able to submit images to the app, which are fed to the CNN feature extractor. The extracted features are then fed to the LSTM network to generate the sentence that describes the image, which is then read aloud to the user.
Assisting blind people with the help of image-captioning via a smartphone app. The application makes use of two neural networks, a CNN based image feature extractor and an LSTM based sentence generator. The user is able to submit images to the app, which are fed to the CNN feature extractor. The extracted features are then fed to the LSTM network to generate the sentence that describes the image, which is then read aloud to the user.
Homepage
Demo
Install
pip install -r requirements.txt
Usage
python app.py
Author
Neelanjan Manna
- Website: https://neelanjanmanna.ml/
- Twitter: @NeelanjanManna
- Github: @neelanjan00
- LinkedIn: @neelanjan00
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