Fig. 4: Model generalizability testing. | Microsystems & Nanoengineering

Fig. 4: Model generalizability testing.

From: Intelligent single-cell manipulation: LLMs- and object detection-enhanced active-matrix digital microfluidics

Fig. 4: Model generalizability testing.The alternative text for this image may have been generated using AI.

a The model’s predictions were evaluated across different AM-DMF chip backgrounds. The precision metric function (b), the recall metric function (c), the mAP function at 0.5 IoU (d), the mAP function at 0.75 IoU (e), and the mAP function at a range of 0.5–0.95 IoU (f) of the model on the test dataset. g Model performance metrics values

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