GitHub - robmesseng/MLOp_2.0: Proyecto de predicción de imagen mediante Deep Learning, control de versiones con git, control de data con DVC, exportación de modelos con ONNX, uso de FastAPI y uso de Docker para paquetizar. Despliegue en Azure App Services

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MLOp_2.0

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Proyecto de predicción de imagen mediante Deep Learning, control de versiones con git, control de data con DVC, exportación de modelos con ONNX, uso de FastAPI y uso de Docker para paquetizar. Despliegue en Azure App Services

azure-app-service deep-neural-networks dlops dvc machine-learning mlops pytorch-lightning weights-and-biases

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Name		Name	Last commit message	Last commit date
.dvc		.dvc
experiments		experiments
src		src
.dvcignore		.dvcignore
.gitignore		.gitignore
01_dvc.ipynb		01_dvc.ipynb
02_config.ipynb		02_config.ipynb
03_tracking.ipynb		03_tracking.ipynb
04_onnx.ipynb		04_onnx.ipynb
05_despliegue.ipynb		05_despliegue.ipynb
Dockerfile		Dockerfile
README.md		README.md
app.py		app.py
config.yml		config.yml
dataset.dvc		dataset.dvc
final.ckpt		final.ckpt
load_checkpoint.py		load_checkpoint.py
main.py		main.py
models.dvc		models.dvc

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azure-app-service deep-neural-networks dlops dvc machine-learning mlops pytorch-lightning weights-and-biases

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