Add image2video microservice (Stable Video Diffusion)

[XinyuYe-Intel]

Description

Add image2video microservice (Stable Video Diffusion).

Issues

n/a.

Type of change

List the type of change like below. Please delete options that are not relevant.

• New feature (non-breaking change which adds new functionality)

Dependencies

accelerate
diffusers
opencv-python
torch
transformers

Tests

Describe the tests that you ran to verify your changes.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Files with missing lines	Coverage Δ
comps/cores/mega/constants.py	98.30% <100.00%> (+0.09%)	⬆️
comps/cores/proto/docarray.py	99.31% <100.00%> (+0.07%)	⬆️

... and 7 files with indirect coverage changes

[lkk12014402]

shall we merge the 2 microservices into 1? [comps/image2video/svd/svd_server.py] and comps/image2video/image2video.py

[XinyuYe-Intel]

shall we merge the 2 microservices into 1? [comps/image2video/svd/svd_server.py] and comps/image2video/image2video.py

I tried it in 1 microservice, but put inference into microservice would cause some trouble, that's why I use fastAPI in svd service.

[lkk12014402]

shall we merge the 2 microservices into 1? [comps/image2video/svd/svd_server.py] and comps/image2video/image2video.py

I tried it in 1 microservice, but put inference into microservice would cause some trouble, that's why I use fastAPI in svd service.

let's sync offline.

[kevinintel]

please follow the folder structure as other comps, we also need habana support

[XinyuYe-Intel]

please follow the folder structure as other comps, we also need habana support

Changed folder structure and add habana support.