Image-classification-using-Leaf-counting-dataset

Dataset

Using https://vision.eng.au.dk/leaf-counting-dataset/

• Leaf counting dataset info
  • Dataset containing 9372 RGB images of weeds with the number of leaves counted.
  • The images are collected in fields across Denmark using Nokia and Samsung cell phone cameras; Samsung, Nikon, Canon and Sony consumer cameras; and a Point Grey industrial camera.
• Visualize five images from the dataset

Main topics covered in methodology

• Transfer Learning - Classification Network using VGG16

• Transfer Learning - Regression Reformulation using VGG16

• Data Augmentation

  • ImageDataGenerator

contact

https://www.linkedin.com/in/%D9%90%D9%90alaa-elkhashap/