Segmentation - Florence2 & SAM2

Segmentation - Florence2 & SAM2
Isolate Objects: Extract specific objects from an image, or Video such as products, furniture, or other items of interest.

• Isolate Subjects: Separate people, animals, or other living beings from the background, perfect for portraits, selfies, or wildlife photography.

• Isolate Both: Combine object and subject segmentation to create complex, layered compositions.
  
  *Prompt is a man and a pole *
  Step 1: Render 2 Frames for Element IDs

  Begin by rendering two frames to generate unique IDs for each element in your image. This step is crucial for isolating specific objects or subjects.

  Step 2: Assign Desired IDs to Florence2 Coordinates

  Once you have the element IDs, assign the desired ID to the Florence2 coordinates. For our example:

  • Enter 0,1 in the Florence2 coordinates to isolate both the man (ID: 0) and the pole (ID: 1).

  • For other coordinates, simply enter any ID you prefer to isolate specific objects or subjects.
    
    *Sometimes you need to use different models to achieve your desired outcome *