Australian Bird Classifier
This image classification model is based on a pretrained resnet18 model and was fine-tuned to distinguish between crimson rosellas, rainbow lorikeets, and galahs. Fine-tuning was done using the fastai library and images found on DuckDuckGo. The model is hosted on HuggingFace Spaces and accessed via the Gradio API. Try the model by clicking the example images below or upload your own image file.
Note that if you upload an image that shows neither rosella, lorikeet, nor galah, it will still get sorted into one of those three categories, since the model has no other categories to choose from.
Example Image Credits
rainbow_lorikeets.jpg: Photo by John, downloaded from Flikr under the CC BY-SA 2.0 license, link to source.
red_crimson_rosella.jpg: Photo by Gavin Tapp, downloaded from Flikr under the CC BY 2.0 license, link to source.
galah.jpg: Photo by Dorothy Jenkins, downloaded from Flikr under the CC BY-SA 2.0 license, link to source.