Project Description: Tropical fruits are good for you. They're full of vitamins, minerals and antioxidants that protect your cells. Their fibre is important for healthy digestion.
That's why I've been learning about tropical fruits to build a tropical fruit detector. My project will identify and describe different types of fruit to help people identify tropical fruits and where they come from. It'll include mango, snake fruit, durian, banana and pineapple.
I also used an image classifier in Pictoblox to build a model that makes more accurate predictions with less loss. Image classifiers are usually trained on large sets of labelled images, and once trained they can be used to classify new images they haven't seen before. The AI works because I feed it samples from Google.
My samples are: Mango 485 samples, Banana 358, Snake fruit 205, Durian 247, Pineapple 196. I train the AI with 10 epochs, a batch size of 16 and a learning rate of 0.0001.
The result of this model shows good accuracy and low loss, which is good.
This project could be developed into a marketplace simulation that analyses fruit and converts it into a price. It would work like self-checkout. My project helps people identify tropical fruits and where they come from.
