r/Ornithology • u/Prajkark19 • 43m ago
Study Looking for feedback- We tried building explainable AI integrated bird species identification web app.
Hello everyone I hope you all are having good day.
We recently developed a platform that primarily identifies the 85 bird species automatically. The case study was done in Nepal. The 85 chosen birds’ species was chosen based on taxonomy covering all orders and going through their conservation status. The recent calamity and climate change played vital role on making this contribution and hopefully plays a good role bird awareness and crucial step for bird conservation.
Features:
You can upload or capture bird image. The system will display top 3 predicted species along with model score which is important for fine grained classification. Model score implies how confident the model on predicting species. It generates heatmap showcasing the model focus on part of bird that contributed to a suggestion.
Link: https://birdnepal.com/
