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Arash Kamangir
Arash Kamangir

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Jun 14

training, prediction, and evaluation of machine visions models in validation mode

a technology-agnostic abstraction for machine vision models. “I trained a new model X with data from Y” you have heard this sentence. Someone said it during the daily scrum. There is a “new” model, you are told. The python code that trains the model is updated, and someone should validate…

Pytorch

3 min read

training, prediction, and evaluation of machine visions models in validation mode
training, prediction, and evaluation of machine visions models in validation mode

Jun 7

camera, code, action

backstory: I was a Matlab-on-Windows machine vision developer and I wanted to code Python and Bash on hardware, then came the cloud and TensorFlow. At the end of this post, there is a link to download training data collected by blue1. There is also a link to download a model…

Machine Vision

3 min read

camera, code, action
camera, code, action

Dec 19, 2021

machine vision: a personal story

if you’ve known me for the past 3–4 years you know that I’m working on blue — blue is a cloud-connected rover that applies a tensorflow semantic segmentation deep learning convolutional neural network on images that it receives from its camera to maneuver safely in its environment.

Machine Vision

3 min read

machine vision: a personal story
machine vision: a personal story
Arash Kamangir

Arash Kamangir

http://kamangir.net/

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