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PiperOrigin-RevId: 771135682

Author: tensorflower-gardener

official/projects/waste_identification_ml/README.md

@@ -32,7 +32,57 @@ Model categories | Model backbone | Model type  | GCP bucket path |
 | ------ | ------ | ----- | ------ |
 Material Type & Form | Resnet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/Jan2025_ver2_merged_1024_1024.zip)
 
+## Documentation
+
+**[Documentation](/official/projects/waste_identification_ml/circularnet-docs/content/_index.md)**
+
+## End to End Cloud Deployment Guide
+
+End to end deployment involves three key steps:
+
+1. **GCP GPU VM creation**
+
+2. **Code configuration**
+
+3. **Results analysis**
+
+We will go through each one of them in details below
+
+#### [A] Prerequisite - Create VM instance:
+Create a Google cloud account and a T4 GPU enabled VM, follow below guide for \
+ stepwise details:
+
+- [Create VM in GCP Cloud](official/projects/waste_identification_ml/circularnet-docs/content/deploy-cn/before-you-begin.md)
+
+#### [B] Code Setup - Clone and start the pipeline
+
+Run the following commandsmentioned in each steps on the **SSH-in-browser** \
+window of your VM instance in Google Cloud
+
+Step 1:
+
+- [Clone the repository](official/projects/waste_identification_ml/circularnet-docs/content/deploy-cn/clone-repo.md)
+
+Step 2:
+
+- [Start the server](official/projects/waste_identification_ml/circularnet-docs/content/deploy-cn/start-server.md)
+
+Step 3:
+
+- [Run the prediction Pipeline](official/projects/waste_identification_ml/circularnet-docs/content/deploy-cn/start-client.md)
+
+For more details : [Click Here](official/projects/waste_identification_ml/circularnet-docs/content/analyze-data/prediction-pipeline-in-cloud.md)
+
+#### [C] Setup Dashboard - Visualize results
+
+For reporting purposes and to analyze image categories, we need to set up \
+and connect looker dashboard with BigQuery table, follow below guide for \
+stepwise details:
+
+-  [Prepare and analyze images](official/projects/waste_identification_ml/circularnet-docs/content/view-data/configure-dashboard.md)
+
 ## Authors and Maintainers
-Umair Sabir
-Sujit Sanjeev
-Ethan Steele
+Umair Sabir \
+Sujit Sanjeev \
+Ethan Steele \
+Vinit Ganorkar