To create the bird classifier, we removed the final layer of the pretrained ResNet and replaced it with the image classes we wanted to identify: 70 British garden bird species.

Here are some of the birds you're likely to spot spending time in your garden in autumn and winter. Robins. Robins (Erithacus rubecula) are often considered a British winter icon. They're so popular ...

Two species of woodpecker can be seen in British gardens, the greater spotted woodpecker (Dendrocopos major) and the green woodpecker (Picus viridis). These birds are quite different in their approach ...

To create the bird classifier, we removed the final layer of the pretrained ResNet and replaced it with the image classes we wanted to identify: 70 British garden bird species.