Dog Breed Identification and Age Detection using Neural  Networks

Prachiti Ajay Godhane; Amisha Ravindra Jadhav; Aditya Narayan Iyer; Parthesh Sanjay Haswar; Dr. Ankita Malhotra

Dog Breed Identification and Age Detection using Neural Networks

Authors: Prachiti Ajay Godhane, Amisha Ravindra Jadhav, Aditya Narayan Iyer, Parthesh Sanjay Haswar, Dr. Ankita Malhotra

Unique Paper ID: 154419
Volume: 8
Issue: 11
PageNo: 125-131

Keywords: Image Classification Tensor flow Deep Learning Neuron Feature Libraries Neural Networks.

Abstract:
In this work, dog breed identification and dog age detection is proposed. Python and TensorFlow are used to write the program. TensorFlow is an open- sourcedeep learning framework created by Google that gives developers granular control over each neuron (known as a â€œnodeâ€ in TensorFlow) so we can adjust the weights and achieve optimal performance. The breed identification and age detection of dogs is done using CNN, KNN and SVM algorithms and the best accuracy was found to be 97.8% for breed identification and 77.4% for age detection of dogs for the CNN model.

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Cite This Article

ISSN: 2349-6002
Volume: 8
Issue: 11
PageNo: 125-131

Dog Breed Identification and Age Detection using Neural Networks

Available:https://ijirt.org/Article?manuscript=154419

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

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