Creating a test to validate the feature of captioning images retrieved from the database

[kamisama-coder]

made using the transformers class BlipForConditionalGeneration and the model name is salesforce/blip-image-captioning-base.
the future scope involves :
1.Enhanced Caption Clustering in a Database
Use unsupervised clustering algorithms, like DBSCAN or k-means, to organize images in the database based on their captions.
Enable dynamic clustering updates when new images are added to the database.
2. Query-Based Image Search
Implement semantic search to allow users to find images using natural language queries.
For example, a query like "A dog playing in a garden" should retrieve images with similar content.

[Pranav0-0Aggarwal]

great idea! Will add this in the project milestones for the upcoming year.

[kamisama-coder]

@Pranav0-0Aggarwal can you assign this issue to me

[Pranav0-0Aggarwal]

assigned

[kamisama-coder]

@Pranav0-0Aggarwal please review the PR

[kamisama-coder]

@Pranav0-0Aggarwal tell me changes to be made in PR.