2024
DOI: 10.3390/cryst14080709
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An Enhanced Deep Learning-Based Pharmaceutical Crystal Detection with Regional Filtering

Yanlei Kang,
Zhenyu Duan,
Tianlei Tong
et al.

Abstract: In the process of pharmaceutical crystallization, the automatic detection of crystal shapes in images is important since controlling the morphology of the crystals improves the quality of pharmaceutical crystals. In this paper, a novel image detection method called RECDet is proposed. It leverages an automatically adapted binary image to bypass background regions, thereby reducing the detection field. In addition, the method greatly reduces the training time while improving the detection accuracy by using a sp… Show more

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