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Image classification with TensorFlow using Inception trained on ImageNet 2012 dataset

A project log for Elephant AI

a system to prevent human-elephant conflict by detecting elephants using machine vision, and warning humans and/or repelling elephants

neil-k-sheridanNeil K. Sheridan 05/03/2017 at 18:451 Comment

Today, I thought I'd try using TensorFlow with the Inception model already pre-trained using the ImageNet 2012 competition dataset! Just to see what kind of results I got for some of my elephants!

I just used the classify_image.py code (licensed under http://www.apache.org/licenses/LICENSE-2.0) and the Inception v3 model. You can find the code here.

So here we go:

Indian Elephant 96.653

Tusker = 0.014

African Elephant = 0.002

African Elephant 0.453

Indian Elephant 0.325

Tusker 0.152


Indian Elephant 0.689

Tusker 0.160

African Elephant 0.125

Discussions

Trent Sterling wrote 05/03/2017 at 19:48 point

Nice! I'd say those are indeed elephants!

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