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arunponnusamy / cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.
http://arunponnusamy.com/cvlib/
MIT License
653 stars 126 forks source link

tinyyolo #3

Closed pliablepixels closed 5 years ago

pliablepixels commented 5 years ago

Thanks for this useful library. I'd love to see tiny yolo integration too

arunponnusamy commented 5 years ago

Hello @pliablepixels , glad that you are finding the library useful. I am currently working on adding tiny yolo. Will be out in the next release soon. Watch this space for updates. Cheers.

AlexanderMelde commented 5 years ago

Hey Arun, nice to see you are working on it, is there anything we could help you with? I would love to try out the tinyyolo version.

rkantos commented 5 years ago

I am also interested in tinyyolo.. also yolo9000… Should they just work if I change to the respective cfg, weights and labels to either one?

arunponnusamy commented 5 years ago

Hi, I have added tiny yolo for real time object detection. Just specify the model yolov3-tiny while calling the function detect_common_objects( ). It is significantly fast but the detection accuracy / recall is very less compared to original yolov3 version. Checkout the example here https://github.com/arunponnusamy/cvlib/blob/master/examples/object_detection_webcam_yolov3_tiny.py