Object Recognition

This MLHub package, based on a deep learning kubernetes tutorial by Yan Zhang, Mathew Salvaris, and Fidan Boylu Uz of Microsoft, demonstrates the pre-built ResNet152 model using the open source TensorFlow and available from tfhub to identify the main object of a photo. Sample images are provided within the package and the demonstration applies the pre-built model to each image. This pre-built model has been trained to recognise 1000 different kinds of classes/objects. These include goldfish, great white shark, tiger shark, sports car, etc.

Visit the github repository for the examples and code: https://github.com/mlhubber/objects

Quick Start Command Line Examples

ml demo objects
ml gui objects
ml identify objects https://g3n1u5.com/mlhub/ryleybench.png
ml identify objects https://g3n1u5.com/mlhub/slide.png
ml identify objects https://g3n1u5.com/mlhub/parkedcars.png
ml identify objects https://g3n1u5.com/mlhub/pond.png

Usage

Examples