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Dog Breed Classification
Feb 2020 - Jun 2020
The objetives of this Proof of concept are:
- Correctly identify which pet images are of dogs (even if breed is misclassified) and which pet images aren’t of dogs.
- Correctly classify the breed of dog, for the images that are of dogs.
- Determine which CNN model architecture (ResNet, AlexNet, or VGG), “best” achieve the objectives 1 and 2.
- Consider the time resources required to best achieve objectives 1 and 2, and determine if an alternative solution would have given a “good enough” result, given the amount of time each of the algorithms take to run.