Website for Image Annotation/Captioning
Budget: ₹600 – ₹3,500 INR
Expected Outcome:
A web application that can take either a single image or a folder containing many images as input and write text description into a text file.
Problem Statement Description:
To build a model that can analyze an image, understand it contents and translate it into a human-readable text format.
Description:
So this project includes first building a Deep learning Model using ResNet/Vgg16/Any computer vision model + LSTM to get image captioning and using that model in the backend (preferably Flask or Django) to make a web application. In the app, there should be an option to either upload a single image or a folder consisting of images, and we should get the corresponding caption for the image. There should be a download button to download caption as txt file.
Tools & Technologies:
Can use any technology which team is comfortable with (we suggest to use Python though)
Use open-source libraries for image processing & analysis
Some reference videos:
https://www.youtube.com/watch?v=-cT1m6NZYWc
https://www.youtube.com/watch?v=e6hbbBkTb4Y
A web application that can take either a single image or a folder containing many images as input and write text description into a text file.
Problem Statement Description:
To build a model that can analyze an image, understand it contents and translate it into a human-readable text format.
Description:
So this project includes first building a Deep learning Model using ResNet/Vgg16/Any computer vision model + LSTM to get image captioning and using that model in the backend (preferably Flask or Django) to make a web application. In the app, there should be an option to either upload a single image or a folder consisting of images, and we should get the corresponding caption for the image. There should be a download button to download caption as txt file.
Tools & Technologies:
Can use any technology which team is comfortable with (we suggest to use Python though)
Use open-source libraries for image processing & analysis
Some reference videos:
https://www.youtube.com/watch?v=-cT1m6NZYWc
https://www.youtube.com/watch?v=e6hbbBkTb4Y