Birds Species - Image Classification 🪶

1. Problem

To identify the species to which a bird belongs to among the 400 different species that our model was trained on and classify it accordingly.

2. Data

Data set of 400 bird species.58388 training images, 2000 test images(5 images per species) and 2000 validation images(5 images per species. All images are 224 X 224 X 3 color images in jpg format.

Data : https://www.kaggle.com/gpiosenka/100-bird-species?select=EfficientNetB4-BIRDS-0.99.h5

3. Model Selection

efficientnet/b4/classification Imagenet (ILSVRC-2012-CLS) classification with EfficientNet-B4.

model_url: https://tfhub.dev/tensorflow/efficientnet/b4/classification/1

4. Results

Project Blog: https://omkarvatsa.hashnode.dev/bird-species-image-classification-using-ml