Bird Classifier

Thanks for checking out my bird classifier! I created a machine learning model to classify 5 of my favorite Michigan bird species. The model is hosted here on Hugging Face Spaces and the code I used for training the model is here on GitHub. The model uses a technique called transfer learning where we can take an existing model that's already been trained on millions of images and then continue training it with additional images for a specific task (bird classification in this case). I made this simple web interface in svelte to upload images and send them to the model for classifying. Give it a try below!

Upload Image or Select Example to Classify

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Classifies American Robin, Great Blue Heron, House Sparrow, Downy Woodpecker, Hairy Woodpecker

Examples

Results

Results will appear here after choosing an image to predict.