I implemented a demo code which perform text query search on BDD100K dataset.
I selected some sample images and store vector result from ImageBind to pinecone.
Sample images
Text query image search
Find Top-3 image from text query.
Text queries
time is night-time
a weather condition is snowy
a car is in a parking lot
a car is in a highway
this scene is about residential area
people are crossing a crosswalk
a car is currently stationary
Text query search results
The results show experiencing difficulty in identifying scenes with a 'parking lot' condition.
I implemented a demo code which perform text query search on BDD100K dataset. I selected some sample images and store vector result from
ImageBind
to pinecone.Sample images
Text query image search
Find Top-3 image from text query.
Text queries
Text query search results
demo code: demo_bdd100k.py