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.
The Dataset was taken from kaggle : https://www.kaggle.com/gpiosenka/100-bird-species
Transfer Learning : Used 2 pretrained Models
- Resnet101V2
- VGG16
| Models | Accuracy |
|---|---|
| Resnet101V2 | 98.88% |
| VGG16 | 82.41% |
