ImageNet
Learn about the ImageNet dataset, which contains over a million labeled images across 1,000 categories. Understand image preprocessing steps such as resizing while maintaining aspect ratios and discover influential CNN models including AlexNet and GoogLeNet used in image recognition challenges.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Learn about the ImageNet dataset
A. ImageNet dataset
The dataset used in the ImageNet Challenge contains 1.4 million images, with 1.2M in the training set, 50,000 in the validation set, and the ...