• ronny.rest (25)in #dtube • 8 years ago

  Semantic Segmentation Tutorial - 02 General Structure

  General Structure The general structure that is used by most of the deep neural network models for semantic segmentation is similar to the one illustrated in the diagram…

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• ronny.rest (25)in #dtube • 8 years ago

  Semantic Segmentation Tutorial - 01 Intro

  This is the first in a series of lessons about semantic segmentation. Semantic segmentation involves understanding not just what happens to be in the scene, but also what…

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• ronny.rest (25)in #machine-learning • 8 years ago

  Installing Opencv on Ubuntu (for use with python)

  Summary OpenCV is a really good library to use for processing video files and real time video sources from a webcam in python. Setting it up, however (at least on ubuntu)…

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• ronny.rest (25)in #machine-learning • 8 years ago

  Avoiding headaches with tf.metrics

  1. Summary This post will cover how to avoid headaches with Tensorflow's built in evaluation metrics operations such as tf.metrics.accuracy() tf.metrics.precision()…

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• ronny.rest (25)in #machine-learning • 8 years ago

  Argument Scopes in Tensorflow

  Intro Tensorflow has a very useful feature called an argument scope. Argument scopes allow you to specify default values for tensorflow layer functions. This, in turn, allows…

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• ronny.rest (25)in #machine-learning • 8 years ago

  Transfer Learning in Tensroflow for a New Classsification Task

  Description This blog post will go through the steps needed to perform transfer learning using the Inception V3 architecture in python using Tensorflow. There are actually…

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