Dog Breed Identification Using Deep Learning

Author:

Tuteja Anurag,Bathla Sumit,Jain Pallav,Garg Utkarsh,Dureja Aman,Dureja Ajay

Publisher

Springer Nature Singapore

Reference20 articles.

1. Albawi S, Mohammed TA, Al-Zawi S (2017) Understanding of a convolutional neural network. In: 2017 International conference on engineering and technology (ICET), Antalya, Turkey, pp 1–6. https://doi.org/10.1109/ICEngTechnol.2017.8308186

2. Gao B, Li J, Qi Y, “DeepDog: a deep learning framework for dog breed classification” by where a deep learning model was trained on a dataset of images of dogs, and it was able to achieve an accuracy of 96.2% in identifying dog breeds

3. Rajendra PK, Srikant MR, Ramakrishna AS, “Dog Breed Classification using Deep Convolutional Neural Networks” by where a deep convolutional neural network (CNN) was trained on a dataset of images of dogs, and it was able to achieve an accuracy of 95% in identifying dog breeds

4. Yang X, Liu Y, “Fine-grained Dog Breed Classification using Deep CNNs” by where a deep CNN was trained on a dataset of images of dogs, and it was able to achieve an accuracy of 93.4% in identifying dog breeds

5. Liu X, Wang Y, Liu Y, “Dog breed identification using deep learning”, where a deep learning model was trained on a dataset of images of dogs, and it was able to achieve an accuracy of 96.8% in identifying dog breeds

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