Dog-Breed-Identification

end-to-end multiclass dog breed classification using tensorflow 2.0 and tensorfow hub.

1. problem identifying the breed of a dog given an image of a dog.

When I'm sitting at a cafe and i take a photo of a dog , want ro know what fog it is .

2. Data

kaggle dog breed identification competetion . https://www.kaggle.com/c/dog-breed-identification/data

3. evaluation

the evaluation is a file with prediction probabilities for each dog breed of each test image. https://www.kaggle.com/c/dog-breed-identification/overview/evaluation

4. feature

Some information about the data:

• We're dealing with images (unstructured data) so it's probably best we use deep learning/transfer learning.
• There are 120 breeds of dogs (this means there are 120 different classes).
• There are around 10000+ images in teh trainig set
• There are around 10000+ images in teh test set