Project information

• Category: Machine Learning Model
• Associate: Dicoding Academy Program
• Project date: 05 December, 2022
• Project URL: View My Github Repository

The project revolved around image classification using TensorFlow, aiming to build a well-tuned machine learning model with high accuracy. It successfully achieved a training accuracy and validation accuracy of over 95%, all within the TensorFlow framework. To further enhance the model’s performance, several strategies and recommendations were implemented, including callback functions, data augmentation, dropout regularization, and the exploration of transfer learning with TensorFlow. This project exemplified the power of TensorFlow in image classification and demonstrated the importance of continuous monitoring and optimization in machine learning projects.