Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
app		app
dockerfiles		dockerfiles
images		images
pipeline_files		pipeline_files
serving tests		serving tests
.gitignore		.gitignore
README.md		README.md
output_test.yaml		output_test.yaml
requirements.txt		requirements.txt
training_pipline.yaml		training_pipline.yaml

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MLOPS Documentation

About

This project builds an image classification system designed for continuous improvement. It leverages MLOps for data versioning, experiment tracking, and automated retraining. The system monitors its performance, retraining accuracy degrades to maintain reliable predictions. Image classification functionality is exposed through a FastAPI service.