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Fig 6
Performance comparison using the mAP of the object-detection models trained using different image sizes (from 256 × 256 pixels to 1100 × 1100 pixels) for 3,000 steps.
When dealing with very small cells with a small number of pixels, it is important to increase the resolution of the image to improve the richness of features. In this way, the detector can correctly identify and classify the cells.
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