Now a day birds are present in various scenarios appear in different shapes, sizes, colors, etc. from the human perspective. Human ability to recognize the birds through images is not a tough task but machines can’t. We have used a dataset of 200 bird species with training, testing, and validation images. By using CNN an image is converted to grayscale format passing through neural networks compared with testing images and generates accuracy, predicts classes. Raed more: https://medium.com/@gujar303shubham/a-lightweight-bird-species-classification-a-deep-learning-review-d9fa60db6aaa For more detail visit our website===== Leadingindia.ai Follow us on Twitter ===== https://twitter.com/LeadingindiaAI?s=08 Flow us on instagram===== https://www.instagram.com/technology_ucan/ Like our Facebook page===== https://www.facebook.com/techucan/ Also subscribe this channel for Technical videos===== https://www.youtube.com/channel/UCdimTrr7ZsKbhI50j3VmJiQ Contact us===== madhushi.verma@bennett.edu.in Plz like, comment , share, subscribe and don't forget to press Bell icon for new updates😊