Image similarity search demo with CLIP

[yoohj0416]

I made image similarity search demo code in colab.
link: Image_similarity_search_demo_with_CLIP.ipynb

I implemented two type of similarity search demo:

• text query search
• image query search

issues

• The model failed to classify cat image, whose id is 3440089012_0e580cecc7_z, on zero-shot classification.
• Image search by text query with 'cat' is also failed.
• Image search by text query with 'decorations' is success.
• In image query search, 3 of 4 images show high score with cat image which is in top-3. However, I cannot realize similarities between them.