Extracting Image Features

[wildsnowman]

@nocotan
I'm planning to prepare image features as we discussed.
To be extracted:

• CNN features (2048 dimensional features from the pre-trained Inception-V3 model on ILSVRC2012)

By the way, I was trying to find a properly hand-crafted image feature extractor that involves colors but cannot find available codes. For instance, combining Local Binary Pattern (LBP) and Local Color Contrast (LCC) showed superior performance in a texture classification task described in the following paper compared with other color-based hand-crafted features, but LCC is not in OSS.
https://www.researchgate.net/publication/315858786_Hand-Crafted_vs_Learned_Descriptors_for_Color_Texture_Classification

So, here I'm planning not to include a hand-crafted one for the image-based task.

[nocotan]

@wildsnowman Thank you for your investigation!
I see your plan and I agree with you.

[wildsnowman]

The CNN features were extracted via the VGG16 model.