Lock-On Stabilization using Florence2 and SAM2
5.0
0 reviews3
760
141
0
Description
What's this?
Reproduces a Lock-On Stabilization effect centered on an arbitrary object.
Workflow
- Extract the first frame from a video
- 🟪 Use Florence-2 to detect the ball via object detection
- 🟫 Since detecting only the ball also caused the arm to be included in the segmentation, detect the arm position with Florence-2 and pass it to SAM2 as a negative prompt
- 🟩 Use the position information from Florence-2 to segment the target object with SAM2
- 🟨 Use ComfyUI-Inpaint-CropAndStitch to create a cropped region with padding around the masked area, and turn it into a video
- Increasing context_from_mask_extend_factor will add more padding
Discussion
(No comments yet)
Loading...
Reviews
No reviews yet
Versions (1)
- latest (2 months ago)
Node Details
Primitive Nodes (9)
DownloadAndLoadSAM2Model (1)
Florence2ModelLoader (1)
Florence2Run (2)
Florence2toCoordinates (2)
InpaintCropImproved (1)
Sam2VideoSegmentation (1)
Sam2VideoSegmentationAddPoints (1)
Custom Nodes (6)
ComfyUI
- ImageFromBatch (1)
- PreviewImage (2)
- VHS_LoadVideo (1)
- VHS_VideoCombine (1)
- VHS_VideoInfo (1)
Model Details
Checkpoints (0)
LoRAs (0)