Content tagged tensorflow
Some time ago, I wrote a post on building TensorFlow on a Jetson TX1. It worked eventually, but it was relatively slow because it's an edge device and it's not very powerful. It's way faster to compile it on a PC and copy the binaries to the target board. Here's how.
There was no understandable and straightforward implementation of SSD in TensorFlow, so I decided to make one. The original paper assumes familiarity with related research, so I needed to plow through several additional papers and a ton of source code to understand what's going on here. This post is an attempt to provide all that missing context in one place.
Semantic segmentation is a process of dividing an image into sets of pixels sharing similar properties and assigning one of the pre-defined labels to each of these sets. Or, in other words, you get a picture, and you're supposed to tell which pixels constitute a car and which constitute the pedestrians. Fun stuff.
I need to run my neural network models on this board, so I need TensorFlow to run on it. I had expected a smooth ride, but it turned out to be quite an adventure and not one of a pleasant kind. Here's a how-to, so you don't have to waste time figuring it out yourself.