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OlafenwaMoses / ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
https://www.genxr.co/#products
MIT License
8.55k stars 2.19k forks source link

faster than flash #243

Closed BSN4 closed 5 years ago

BSN4 commented 5 years ago

using Linux and resnet without gpu make detection time very slow I'm waiting for 16 seconds only for just one image. can I make it more faster ?

OlafenwaMoses commented 5 years ago

You can use the TinyYOLOv3 model and by setting detector.setModelTypeAsTinyYOLOv3() and downloading the model file in the link below.

https://github.com/OlafenwaMoses/ImageAI/releases/download/1.0/yolo-tiny.h5

OlafenwaMoses commented 5 years ago

Please not that there is limit to the speed your non-GPU system can achieve. Also note that accuracy decreases as speed increases.

BSN4 commented 5 years ago

Thank you for your great effort I decided to use Azure API for now until my hosting provider release affordable cloud GPU server