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All Projects → AthulDilip → Tensorflow-Dog-Breed-Classifier

AthulDilip / Tensorflow-Dog-Breed-Classifier

Licence: other
Tensorflow Image classifier that can predict the breed of a dog from it photo. Trained on image dataset of 5 different breed of dogs (rottweiler, bulldog, pug, german shepherds, labrador). Interestingly the classifier was able to predict the breed of the dogs even from images of their toys.

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machine-learningtensorflowartificial-intelligenceimage-classification

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Tensorflow Dog Breed Classifier

For all those dog lovers like me out there, here is a Tensorflow image classifier that can preict the breed of a dog from its photo. This model is trained to detect 5 different breeds of dog.

  1. Rottweiler
  2. Bulldog
  3. Pug
  4. German Shepherds
  5. Labrador

Intrestingly enough, the model was able to classify the dog breed even from the picture of its toy. Feel free to fork and play around with the classifier.

How to run the basic model

For an image located at <path-to-image-file>, run :

python classifier.py --image_path <path-to-image-file>
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