This GitHub repository hosts the code and resources for a project that applies deep learning and transfer learning techniques to classify and grade Nam Dok Mai See-Thong mangoes.
instruction: IMGcropresize.ipynb The Python script titled "IMGcropresize.ipynb" serves the purpose of cropping an image dataset and subsequently resizing it for utilization within a machine learning model. classify____.ipynb The Python script "classifymold.ipynb" is intended for the training and testing of a model to classify the presence of mold. This is done to evaluate and monitor the associated metrics. DataSet.zip DataSet.zip is a compressed file that contains an image dataset of mangoes, organized into separate folders for each classification test.
You may access and review my published research paper on IEEE Xplore. https://ieeexplore.ieee.org/document/10202009