HRNet-W48-OCR
Semantic segmentation in higher resolution.
HRNet‑W48‑OCR is a machine learning model that can segment images from the Cityscape dataset. It has lightweight and hardware‑efficient operations and thus delivers significant speedup on diverse hardware platforms
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This model is currently not supported on any All Models chipset.
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View for other chipsetsTechnical Details
Model checkpoint:hrnet_ocr_cs_8162_torch11.pth
Input resolution:2048x1024
Number of output classes:19
Number of parameters:70.3M
Model size (float):268 MB
Model size (w8a16):70.3 MB
Applicable Scenarios
- Automotive
- Autonomous Driving
- Camera
Supported Form Factors
- Phone
- Tablet
- IoT
License
Model:BSD-3-CLAUSE
Tags
- real-time
Supported Devices
- Dragonwing IQ-9075 EVK
- Samsung Galaxy S21
- Samsung Galaxy S21 Ultra
- 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 8 Elite Gen 5 QRD
- Snapdragon X Elite CRD
- Snapdragon X Plus 8-Core CRD
- Snapdragon X2 Elite CRD
- Xiaomi 12
- Xiaomi 12 Pro
Supported Chipsets
- Qualcomm® QCS9075
- 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
- Snapdragon® X Elite
- Snapdragon® X Plus 8-Core
- Snapdragon® X2 Elite
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