Sid1279 / CarCognize-MLOps

Car Model Classifier built using PyTorch, deployed via AWS SageMaker 🚗 💨

aws aws-ec2 aws-s3 ci-cd configmaps deployment docker inference mlops mlops-workflow omegaconf pipeline-deploy preprocessing pytorch pytorch-cnn stanford-cars training cloudwatch-logs cloudwatch-metrics

The most powerful car classifier out there 🚗

Updates to README coming soon

Pipeline

Endpoint Creation

Inference via SageMaker console

Inference via Cloudwatch logs

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Car Model Classifier built using PyTorch, deployed via AWS SageMaker 🚗 💨

aws aws-ec2 aws-s3 ci-cd configmaps deployment docker inference mlops mlops-workflow omegaconf pipeline-deploy preprocessing pytorch pytorch-cnn stanford-cars training cloudwatch-logs cloudwatch-metrics

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Language:Python 98.8%Language:Dockerfile 1.2%