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Olive

Olive is an open sourced, extremely lightweight, CNN based image detection neural network AI model which identifies if the image is a cat or a dog.

Example

ran predict.py

  • it got 9/10 images correctly

About olive

architecture of olive

  • 0.0-0.25 low confidence
  • 0.25-0.55 moderate confidence
  • 0.55-0.75 highly confident

After training olive

graph

After first fine tuning

graph

After second fine tuning

graph

feel free to modify or use this project (or curse me for writing code with almost no debugging)

Fun Fact

This entire project (including dataset) was made with $0 budget by solo dev (me, blaze) using a smartphone on weekend just because I had nothing to do

About

Olive is an open source lightweight CNN based AI which identifies cats and dogs from image

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