What are Inception v3 and MobileNets, and how are they used in TensorFlow Lite for image classification tasks?
Saturday, 05 August 2023
by EITCA Academy
Inception v3 and MobileNets are two popular models used in TensorFlow Lite for image classification tasks. TensorFlow Lite is a framework developed by Google that allows running machine learning models on mobile and embedded devices with limited computational resources. It is designed to be lightweight and efficient, making it suitable for deployment on devices like
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, Programming TensorFlow, Introducing TensorFlow Lite, Examination review
Tagged under:
Artificial Intelligence, Image Classification, Inception V3, MobileNets, TensorFlow Lite
What are some of the available image models in TensorFlow Hub?
Wednesday, 02 August 2023
by EITCA Academy
TensorFlow Hub is a powerful library that provides a wide range of pre-trained models, including image models, for use in machine learning tasks. These models are designed to facilitate the development of image-based applications and allow users to leverage state-of-the-art deep learning architectures without the need for extensive training or expertise in neural networks. One
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, TensorFlow Hub for more productive machine learning, Examination review
Tagged under:
Artificial Intelligence, EfficientNet, Image Models, Inception V3, MobileNet, NASNet, ResNet, TensorFlow Hub