Ekipa Sara Grebenom.zip Apr 2026

: To improve robustness, apply random rotations, flips, or cropping during the training phase. 3. Feature Extraction Workflow

: Better for capturing complex, fine-grained details in visually similar images. Ekipa Sara grebenom.zip

: Apply mean and standard deviation normalization based on the ImageNet dataset (if using pre-trained weights) to ensure consistent feature scaling. : To improve robustness, apply random rotations, flips,

Deep features are typically the activations from the pre-final layer of a neural network, which act as a condensed numerical representation of the image. : ResNet-18/50 : Good for general tasks and smaller datasets. : To improve robustness

: Resize all images to the input dimensions required by your chosen model (e.g., for ResNet or for EfficientNet-B4).