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dog-breed-classifier-master's Introduction

Udacity dog breed project

Build a pipeline to process real-world, user-supplied images.
Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human face, the code will identify the resembling dog breed.

Detect Humans

Assess the Human Face Detector The submission returns the percentage of the first 100 images in the dog and human face datasets that include a detected, human face.

Detect Dogs

Use a pre-trained VGG16 Net to find the predicted class for a given image: dog_detector function returns True if a dog is detected in an image and False if not.

Assess the Dog Detector The submission returns the percentage of the first 100 images in the dog and human face datasets that include a detected dog.

CNN to Classify Dog Breeds from Scratch

CNN architecture of trained model attains at least 10% accuracy on the test set.

CNN to Classify Dog Breeds Using Transfer Learning

Model architecture that uses part of a pre-trained model with accuracy on the test set of 60% or greater.

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