Extracting Embeddings from resnet50

General
1

I am working on some project where I need to extract the feature embeddings of the images and compare them. Is it possible with some already converted resnet50 model or we need to make our custom model for that. If so can anyone provide me the steps to convert a embedding model to hef?

2

Hi @Anick_Bhattacharya
You can use the CLIP models for extracting embeddings. You can find the models at Hailo Model Zoo

3

Hi Shashi…Thanks for the reply. The link you provided has the models. Do you know where can I get the infernce code?

4

HI @Anick_Bhattacharya
Can you provide more information on how you plan to use the embeddings? Do you want to use them for zero shot classification? or for re-id?

5

I need to extract embeddings of two images and compare them using some similarity metric like cosine and see if there is any anomaly. Basically I want to try zero shot anomaly detection.