Classification of scanning electron microscope images of pharmaceutical excipients using deep convolutional neural networks with transfer learning

• मुख्य लेखकों: Hiroaki Iwata (लेखक), Yoshihiro Hayashi (लेखक), Aki Hasegawa (लेखक), Kei Terayama (लेखक), Yasushi Okuno (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Elsevier, 2022-12-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Convolutional Neural Networks (CNNs) are image analysis techniques that have been applied to image classification in various fields. In this study, we applied a CNN to classify scanning electron microscopy (SEM) images of pharmaceutical raw material powders to determine if a CNN can evaluate particl...