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Visualizing Image Feature Vectors through TensorBoard

Sometime you may want to see and show image feature vectors visually. TensorBoard is very good tool for such purpose.

This post describes how to visualize image feature vectors and image embeddings through TensorBoard

Visualizing your own image feature vectors.

Things necessary

Images

Sprite image

It is super easy to generate a sprite image using ImageMagick.

Feature extraction

Simpler version is below:

Config file

TensorBoard

Congrats!

PCA and t-SNE are available for the dimension reduction. Have fun!

(If you cannot see your feature space, reload the page.)

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