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Trained the ResNet50 model from scratch on the imagewoof dataset. Reached 83% accuracy

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e0xextazy/dog_breeds_clf

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dog_breeds_clf

Everything is simple! Send a photo -> take a breed

👶 Dependencies

🛠️ Installation

  • From GitHub

Step 1:

git clone https://github.com/e0xextazy/dog_breeds_clf.git

Step 2:

cd dog_breeds_clf

Step 3:

docker build -t <IMAGE_NAME> .

Step 4:

docker run -d -p 5000:5000 <IMAGE_NAME>
  • From DockerHub

Step 1:

docker pull mbaushenko/dog_breeds_clf:mvp

Step 2:

docker run -d -p 5000:5000 mbaushenko/dog_breeds_clf:mvp

🚀 Usage

  • From GitHub/DockerHub

python3 utils/send_data.py

⚖️ License

MIT © 2022 Mark Baushenko