Microsoft explains how it improved automatic image captioning in Azure Cognitive Services

Offering up Pakistan as a supposedly damning counterexample to the countries now singled out for pariah status in the United States promotes the fallacy that the national origin of even a single assassin necessarily points to the existence of millions of others with similar sinister intentions.

when the trees and bushes lose their leaves.Its a standalone model and can be used even when your phone is offline.

capturing the early morning chirps of a local wren and the call of a dunnock deep in the hedge.I used the instructions on the BirdNET-Pi GitHub to download and run the installer.Its a powerful tool for seeing what might be around when all you can hear is a song somewhere in the trees.

One of my suburban wildlife photograpy subjects.The advantage of building my own tool is that I should also be able to add screenshots of the recorded spectrograms to a notification.

but it sends notifications for every detection.

95 at AmazonIts a lot easier photographing birds in the winter.Access to BirdNET-Pi is through a web browser.

One of my suburban wildlife photograpy subjects.My second attempt used a USB sound card that promised a microphone input and a basic lapel microphone.

which is an ideal tool for delivering basic web applications from a Pi or similar.I kept getting late notifications of a tawny owl.