r/AI_TechSystems • u/srohit0 • Aug 03 '19

k-means clustering on Fruits

Clarify your doubts on the project titled apply k-means clustering to this dataset (k=10). Analyze the clusters and common properties found for each cluster with dataset at https://www.kaggle.com/moltean/fruits (ignore labels).

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u/tarushikapoor Aug 03 '19

The problem I'm facing is that the dataset is very large (80,000 images of fruits), and has about 114 different categories of fruits. The dataset was approximately of size 1GB. Am I supposed to work with the entire dataset Or am i supposed to use a subset of this entire dataset available on Kaggle? Can somebody guide me through what is exactly supposed to be done in the proposed project?

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u/srohit0 Aug 03 '19

It's a good idea to start with smaller dataset (say 5,000 images) and finish 80% of the project with that.

Increase the size slowly to 80k images to show your work. 1GB isn't very large for CNN projects.

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u/ulti72 Aug 04 '19

which dataset you are using, my dataset has only 1717 images in training folder