rprkh / Bird-Classifier

Flutter App capable of classifying 400 different species of birds using MobileNetV2. Upload an image from Google Drive or your phone gallery to accurately predict the species of the bird.

Bird Classifier

Flutter App that can classify 400 different species of birds using MobileNetV2. The model achieves an accuracy of 93.99% on the test set.

Dataset Used

https://www.kaggle.com/datasets/gpiosenka/100-bird-species

Features

• Take a picture from your phone camera
• Upload an image from Google Drive or your mobile gallery
• Identify the species of the bird
• Get the confidence of the classification
• Look at the data used for training the model
• Understand the neural network architecture and performance

Flutter App