Classifying maturity of cherry tomatoes using Deep Transfer Learning techniques
| Autor: | Danh Phuoc Huynh, My Van Vo, Tri Quoc Truong, Nghin Van Dang |
|---|---|
| Rok vydání: | 2021 |
| Předmět: | |
| Zdroj: | IOP Conference Series: Materials Science and Engineering. 1109:012058 |
| ISSN: | 1757-899X 1757-8981 |
| DOI: | 10.1088/1757-899x/1109/1/012058 |
| Popis: | This research studies a method to classify the tomatoes’ maturity by using deep transfer learning techniques. We carry out sorting systems adopting three pre-trained convolutional neural networks of VGG16, VGG19, and ResNet101. The experimental results show that the VGG19 model obtains a high precision on both the train set and the test set. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|