Models with smaller weight sizes and a good FPS are more suitable for edge deployment than larger models that require more compute and storage resources. Below, we have curated computer vision models that are well suited for deployment to the edge.
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Model Size:
MB
Parameters:
Top FPS:
Architecture:
Model Size:
MB
Parameters:
Top FPS:
Architecture:
YOLO, CNN
Model Size:
MB
Parameters:
219 million
Top FPS:
Architecture:
Transformers
Model Size:
MB
Parameters:
Top FPS:
Architecture:
Model Size:
MB
Parameters:
Top FPS:
51
Architecture:
Transformers
Model Size:
75.6
MB
Parameters:
Top FPS:
161
Architecture:
YOLO, CNN
Model Size:
14.1
MB
Parameters:
7.2 million
Top FPS:
140
Architecture:
CNN, YOLO
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