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EdjeElectronics avatar EdjeElectronics commented on May 26, 2024 1

Hi @Monday-Leo , I wrote a script that uses the code to calculate COCO mAP score@ 0.50:0.95 . The script runs the main.py code multiple times, setting a new value for MINOVERLAP each time. It collects the results for each run and averages them to get the final mAP score.

Check it out here:
https://github.com/EdjeElectronics/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi/blob/master/util_scripts/calculate_map_cartucho.py

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jevenail avatar jevenail commented on May 26, 2024

map0.5-0.9:means(0.5、0.55、0.6、0.65、0.7、0.75、0.8、0.85、0.9、0.95)average mAP。
So I think you should calculate map in 0.5,0.55,...0.95 ,and then get mean of these data.

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