Bird-Species-Classification
Overview
Image Classification is a fundamental task that attempts to comprehend an entire image as a whole. The goal is to classify the image by assigning it to a specific label. Typically, Image Classification refers to images in which only one object appears and is analyzed. Here we have 285 bird species which we are going to classify.
Dataset
The Dataset was taken from kaggle : https://www.kaggle.com/gpiosenka/100-bird-species
Approch Used :
Transfer Learning : Used 2 pretrained Models
- Resnet101V2
- VGG16
Accuracy of Models
| Models | Accuracy |
|---|---|
| Resnet101V2 | 98.88% |
| VGG16 | 82.41% |
