Phase 1: Basic Image Prediction

In the Phase 1 of the AI, works with Convolutional Neural Network (CNN) model in order to classify images whether they contain trees or not. The images are preprocessed, normalized, and resized into a consistent format suitable for CNNs. The model is trained using the processed dataset and validated on a small portion of the data.

Performance Graphics

Accuracy vs Iterations

Epoch Loss

Epoch Learning Rate

Loss vs Iterations

Epoch Accuracy

Training Method

Down here it is the code for Training and the resultes obtained.