vijishmadhavan/parse-clip

A simple CLIP based project for combining images from multiple datasets.

PARSE-CLIP

A simple CLIP based project for combining images from multiple datasets. This has been very helpful for me, hope it helps others as well.

Colab:

What can PARSE-PIC do?

- Combine Images from multiple datasets to create a new dataset.

Search Query - Carrot

- Search the the class and get the total number.

Search Query - Indian

Total - 363 Images

- Get the search results and explore.

Search Query - Red hair

- Move Images to a new folder/drive and start training.

- Remove unwanted Images from the dataset.

Limitations

• It might struggle with huge datasets.
• Colab free version will be slow.
• We should have some idea about the dataset, random search wont work.
• Have tried it only on Kaggle datasets.

Acknowledgements

• Beyond tags and entering the semantic search era on images with OpenAI CLIP by Ramsri Goutham Golla
• OpenAI's CLIP
• Natural Language Image Search