EdgeTAM
Real‑time on‑device track‑anything video segmentation and tracking.
EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on‑device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.
Technical Details
Model checkpoint:edgetam.pt
Input resolution (Encoder):1024x1024
Number of parameters (EdgeTAMEncoder):8.3M
Model size (EdgeTAMEncoder) (float):33 MB
Number of parameters (EdgeTAMDecoder):6.22M
Model size (EdgeTAMDecoder) (float):23.7 MB
Applicable Scenarios
- Video Editing
- Camera
- Robotic Navigation
- Interactive Video Content
License
Model:APACHE-2.0
Tags
- foundation
Supported Compute Devices
- Snapdragon X Elite CRD
- Snapdragon X Plus 8-Core CRD
- Snapdragon X2 Elite CRD
Supported Compute Chipsets
- Snapdragon® X Elite
- Snapdragon® X Plus 8-Core
- Snapdragon® X2 Elite
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