PeterfitchcsiroinThe StartupFrom a research paper to a deep learning model with Keras and python for image segmentationOk, you have discovered U-Net, and cloned a repository from GitHub and have a feel for what is going on. Nothing teaches more than doing…Jun 10, 20201Jun 10, 20201
PeterfitchcsiroMacbook Pro CPU, dGPU + PlaidML, Bootcamp eGPU speed test.This article looks at performance comparisons of three Mac options to train your deep learning models. I am using Tensorflow and Keras for…May 7, 2020May 7, 2020
PeterfitchcsiroeGPU on Mac follow up — Experiences-Good, Bad and the UglyIn my last story I described my experience having bought an eGPU enclosure (Razer Core X) with a nVidia GPU card (RTX 2080 Ti), trying to…May 4, 20201May 4, 20201
PeterfitchcsiroeGPU for Mac for Deep Learning with TensorflowSo, you have finally gotten frustrated with the slow training performance of your Macbook training your Deep Learning models and want to…Apr 22, 20203Apr 22, 20203
PeterfitchcsirouNet for LIDAR drains extraction — Generating Training Data and Initial model runs.Last time I briefly told you about the inital assesssment of uNet for extracting drainage lines from LIDAR data. It looked very postive…Apr 10, 2020Apr 10, 2020
PeterfitchcsiroMODBUS and RS485 — a Python test rig.MODBUS was invented by Modicon in 1979 (now Schneider Electric) for the purpose of process control and monitoring with Programable Logic…Apr 6, 20201Apr 6, 20201
PeterfitchcsiroDeep learning for semantic segmentation of drains from LIDAR data-initial assesment.In my last article I wrote about using OpenCV to identify a drainage network from LIDAR data. The results weren't too bad considering, but…Mar 26, 2020Mar 26, 2020
PeterfitchcsiroOpenCV for object segmentation of drains from LIDARThis article presents how to use OpenCV to segment agricultural drainage line from LIDAR.Mar 19, 2020Mar 19, 2020
