Linear classifier to classify bugs as ladybirds 🪲 or caterpillars 🐛 :)
- Train.py (Linear Classification)
- Perceptron.py (Single Layer Neural Network with supervised learning)
- Training Data Length: 1000
- Testing Data Length: 500
- Iterations: 1398
- Weights: [[-40.5 62.4]]
- Bias: 1
- Accuracy: 99.8 %
The Bug Classifier is hosted at https://bugclassifier.herokuapp.com/
Drag the mouse to draw circles, whose x and y coordinates are used as the length and width of a bug and then a request to the API is made to find the type of Bug and then the circles get their colors according to the classification.
🔵 : Ladybird
🔴 : Caterpillar
