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
Supported Mobile Form Factors
- Phone
- Tablet
License
Model:APACHE-2.0
Tags
- foundation
Supported Mobile Devices
- Samsung Galaxy S21
- Samsung Galaxy S21 Ultra
- Samsung Galaxy S21+
- Samsung Galaxy S22 5G
- Samsung Galaxy S22 Ultra 5G
- Samsung Galaxy S22+ 5G
- Samsung Galaxy S23
- Samsung Galaxy S23 Ultra
- Samsung Galaxy S23+
- Samsung Galaxy S24
- Samsung Galaxy S24 Ultra
- Samsung Galaxy S24+
- Samsung Galaxy S25
- Samsung Galaxy S25 Ultra
- Samsung Galaxy S25+
- Samsung Galaxy Tab S8
- Snapdragon 7 Gen 4 QRD
- Snapdragon 8 Elite Gen 5 QRD
- Xiaomi 12
- Xiaomi 12 Pro
Supported Mobile Chipsets
- Snapdragon® 7 Gen 4 Mobile
- Snapdragon® 8 Elite Mobile
- Snapdragon® 8 Elite Gen 5 Mobile
- Snapdragon® 8 Gen 1 Mobile
- Snapdragon® 8 Gen 2 Mobile
- Snapdragon® 8 Gen 3 Mobile
- Snapdragon® 888 Mobile
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