RepViT
Imagenet classifier optimized for mobile devices.
RepViT is a lightweight pure CNN model for mobile devices, incorporating efficient architectural designs from Vision Transformers into CNNs. It achieves over 80% top‑1 accuracy on ImageNet with 1ms latency on an iPhone 12.
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This model is currently not supported on any Compute chipset.
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View for other chipsetsTechnical Details
Input resolution:224x224
Model checkpoint:Imagenet
Model size (float):91 MB
Number of parameters:22.9M
Applicable Scenarios
- Medical Imaging
- Anomaly Detection
- Inventory Management
License
Model:APACHE-2.0
Tags
- backbone
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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