Dog Breed Classification 🐶 🥇

• Detector : DetiontionTransformer (DETR)
• Classifier : ConvNextV2 / ConvolutionalAutoEncoder (full-architecture)

ConvNextV2 Proposed Component

• FCMAE : Fully Convolutional Masked Autoencoder
• GRN : Global Response Normalization

Web Application Demo

For Demo Web Application, You can enter it via main dog-breed-classification webapp or dog-breed-classification sub in case that the first url is crash

Contributors

Citations

If you use ConvNextV2-Large-DogBreed in your project or publication, please cite the model as follows

Pavaris Ruangchutiphophan. ConvNextV2-large-DogBreed (Revision 3ddd523). Huggingface, 2023, http://doi.org/10.57967/hf/1288 

or BibTeX entry:

@misc {pavaris_ruangchutiphophan_2023,
	author       = { {Pavaris Ruangchutiphophan} },
	title        = { ConvNextV2-large-DogBreed (Revision 3ddd523) },
	year         = 2023,
	url          = { https://huggingface.co/Pavarissy/ConvNextV2-large-DogBreed },
	doi          = { 10.57967/hf/1288 },
	publisher    = { Hugging Face }
}