[004] BagBridge AI Training Pipeline - Technology Usage

[004] BagBridge AI Training Pipeline - Technology Usage ()

[004] BagBridge AI Training Pipeline - Technology Usage


Google Cloud
Training Working Storage
BagBridge Raw Data
Raw Images Of Bag
Image Metadata
Training Pipeline
Vertex AI	(gcp-vertexai)
Training Data File Store	(gcp-file-store)
Firestore	(gcp-firestore)
Google Cloud Storage	(gcp-cloud-storage)
Training Dataset
Training VM	(gcp-compute-engine)
Preprocessing VM	(gcp-compute-engine)
Kubeflow

Evaluation VM	(gcp-compute-engine)

Training Output
Model
Model Metrics


		Google Cloud	Training Working Storage
		Google Cloud	BagBridge Raw Data
		Google Cloud	Training Pipeline
		Google Cloud	Vertex AI
		Google Cloud	Training Data File Store
		Google Cloud	Firestore
		Google Cloud	Google Cloud Storage
		Google Cloud	Training VM
		Google Cloud	Preprocessing VM
		Google Cloud	Kubeflow
		Google Cloud	Evaluation VM
		Google Cloud	Training Dataset
		Google Cloud	Training Output
		BagBridge Raw Data	Image Metadata
		BagBridge Raw Data	Raw Images Of Bag
		BagBridge Raw Data	Training Dataset
		Training Pipeline	Training Dataset
		Training Pipeline	Training Working Storage
		Training Pipeline	Training Output
		Vertex AI	Training Pipeline
		Vertex AI	Training VM
		Vertex AI	Preprocessing VM
		Training Data File Store	Training Working Storage
		Firestore	Image Metadata
		Google Cloud Storage	Raw Images Of Bag
orchestrates		Kubeflow	Vertex AI
		Evaluation VM	Vertex AI
		Training Output	Model
		Training Output	Model Metrics
		Model	Google Cloud Storage
		Model Metrics	Firestore