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The goal is to have the user submit an image of a dog, and the model will choose one of the 120 breeds stated in the dataset to determine the dog’s breed.
Uses a convolutional neural network to identify which breed a dog is - yashrane/Dog-Breed-Identification.
28 Ιουλ 2023 · The goal is to have the user submit an image of a dog, and the model will choose one of the 120 breeds stated in the dataset to determine the dog’s breed. The proposed work uses various...
20 Σεπ 2020 · Because thankfully, the aspiring and astonishing field of Deep Learning and artificial neural networks provides powerful concepts and methods for addressing this sort of classification tasks. In this project we will develop ideas for a dog identification app using deep learning concepts.
13 Νοε 2020 · Dog breed identification is essential for many reasons, particularly for understanding individual breeds’ conditions, health concerns, interaction behavior, and natural instinct. This paper presents a solution for identifying dog breeds using their images of their faces.
13 Ιαν 2023 · The Stanford Dogs dataset contains images of 120 breeds of dogs from around the world. This dataset has been built using images and annotation from ImageNet for the task of fine-grained image categorization. There are 20,580 images, out of which 12,000 are used for training and 8580 for testing.
The dataset provides labels of dog breeds and corresponding bounding boxes in each image, saved in xml format. An example of a selected image from the dataset is shown in Figure 1a.
