Tag: tensorflow
Loading a Pretrained TensorFlow Model into TensorFlow Serving
Introduction You are part of a project that will use deep learning to try to identify what is in images – such as cars, ducks, mountains, sky, [more…]
Training Neural Radiance Field (NeRF) Models with Keras/TensorFlow and DeepVision
Neural Radiance Fields, colloquially known as NeRFs have struck the world by storm in 2020, released alongside the paper “NeRF: Representing Scenes as Neural Radiance Fields for [more…]
Tiny Machine Learning on as Little as 2 KB of RAM
All of the machine language stuff coming out lately doesn’t affect you if you are developing with embedded microcontrollers, right? Perhaps not. Microsoft Research India wants you [more…]
Disaggregating And Extending Operating Systems
The push toward disaggregation and customization in hardware is starting to be mirrored on the software side, where operating systems are becoming smaller and more targeted, supplemented [more…]
Holographic Cellphones Coming Thanks to AI
Issac Asimov foresaw 3D virtual meetings but gave them the awkward name “tridimensional personification.” While you could almost do this now with VR headsets and 3D cameras, [more…]
Guide to Writing Custom TensorFlow/Keras Callbacks
Introduction Suppose you want your Keras model to have some specific behaviour during training, evaluation or prediction. For instance, you might want to save your model at [more…]
