In this section, you will build on the knowledge learned in the last section to perform complex computer vision tasks such as visual search, object detection, and neural style transfer. You will solidify your understanding of neural networks and perform many hands-on coding exercises using TensorFlow.
By the end of this section, you will be able to do the following:
- Develop a fundamental understanding of various neural network models, including AlexNet, VGG, ResNet, Inception, Region-specific CNN (RCNN), Generative adversarial networks (GANs), reinforcement learning, and transfer learning (chapter 5)
- Learn techniques used by some of the famous models for image recognition and object detection (chapter 5)
- Input images and their categories into the TensorFlow model using the Keras data generator and tf.data (chapter...
