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Schematic representation of the microfluidic device used for the droplet generation.

Schematic representation of the microfluidic device used for the droplet generation.

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FIG. 1: Schematic representation of the microfluidic device used for...
Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications
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  • Jan 2023
Tracking droplets in microfluidics is a challenging task. The difficulty arises in choosing a tool to analyze general microfluidic videos to infer physical quantities. The state-of-the-art object detector algorithm You Only Look Once (YOLO) and the object tracking algorithm Simple Online and Realtime Tracking with a Deep Association Metric (DeepSOR...
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Context 1
... images analyzed in this study were obtained from a microfluidic device for the generation of droplets exploiting a flow-focusing configuration (scheme of the device in Fig.1). ...