OpenAI-CLIP-Image-search

OpenAI's CLIP neural network

Step 1

Install all the dependencies from dependencies.txt

Get a key from unsplash https://unsplash.com/oauth/applications

Download photo_ids and features

!wget https://transfer.army/api/download/TuWWFTe2spg/EDm6KBjc -O unsplash-dataset/photo_ids.csv
!wget https://transfer.army/api/download/LGXAaiNnMLA/AamL9PpU -O unsplash-dataset/features.npy

Change the path of photo_ids, photo_features in load_model.py

Step 2

Run python3 clip_api.py A server will start at http://0.0.0.0:5002/

Check the server status by opening http://0.0.0.0:5002/checking

Step 3

Query using http://0.0.0.0:5002/get_url by passing three args

{"query" : {"text_query": "two pandas are running", "n": 3, "key": "azSDMk4G"}}