Image Background Removal

Project Description

Build an image background removal model and serve it through an API.

Requirement

Model specifications

• The input will be an image, in jpg or png format, in BGR, of any size.
• The output will be a BGRA image, in png format, same size as the original image with its fourth channel set to 0 in all pixels where the background wa removed.
• The model will be optimization in the case of a single person, full body, in front of a background with no other people
• It is preferreble to build a model without collecting and annotating custom data
• ALl resources used to build the model should be open-source (copyright concern)

Deliverables

• API endpoint
• Basic documentation on how to interact with the API
• Docuemtnation on how to retrain the model

Budget

• 80 hrs ($$$)
• The deliverable show be ready 2 weeks after starting the project