Skip to content

Updated notebooks with open in colab and default payloads #61

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
WanjiruCate wants to merge 9 commits into
base: main
Choose a base branch
from
Open

Updated notebooks with open in colab and default payloads #61

Show file tree
Hide file tree
Changes from 2 commits
Commits
Show all changes
9 commits
Select commit Hold shift + click to select a range
c8fc5ea
Updated notebooks with open in colab and default payloads
WanjiruCate Apr 16, 2026
9307adb
Merge branch 'main' into gesa-workshop-notebooks
EugeneGene Apr 20, 2026
d7e55af
Update with changes from PR Review
WanjiruCate May 5, 2026
5832ee2
Updated text
WanjiruCate May 5, 2026
975de40
Merge branch 'gesa-workshop-notebooks' of https://github.com/terrasta…
WanjiruCate May 5, 2026
7feb70b
Merge branch 'main' into gesa-workshop-notebooks
WanjiruCate May 5, 2026
b3b056e
Updated docs on hidden credentials file
WanjiruCate May 5, 2026
2e1c0a0
merge
WanjiruCate May 5, 2026
5a73667
update notebooks again
WanjiruCate May 7, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 6 additions & 0 deletions workshop/docs/notebooks/lab1-getting-started.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,12 @@
"source": [
"# Lab 1\n",
"\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab1-getting-started.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n",
"\n",
"\n",
"**Getting Started with IBM Geospatial Studio**\n",
"\n",
"⏱️ **Estimated Duration:** 10 minutes \n",
Expand Down
6 changes: 6 additions & 0 deletions workshop/docs/notebooks/lab2-onboarding-examples.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,12 @@
"source": [
"# Lab 2\n",
"\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab2-onboarding-examples.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n",
"\n",
"\n",
"**Onboarding Pre-computed Examples**\n",
"\n",
"⏱️ **Estimated Duration:** 20 minutes \n",
Expand Down
5 changes: 5 additions & 0 deletions workshop/docs/notebooks/lab3-running-inference.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,11 @@
"source": [
"# Lab 3\n",
"\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab3-running-inference.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n",
"\n",
"**Upload Model Checkpoints and Run Inference**\n",
"\n",
"⏱️ **Estimated Duration:** 30 minutes \n",
Expand Down
454 changes: 445 additions & 9 deletions workshop/docs/notebooks/lab4-burnscars-workflow.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

10 changes: 5 additions & 5 deletions workshop/docs/notebooks/lab5-gesa-burnscars-workflow.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -8,12 +8,12 @@
"# Lab 5\n",
"\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/gesa-workshop-notebooks/workshop/docs/notebooks/lab5-gesa-burnscars-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab5-gesa-burnscars-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n",
"\n",
"\n",
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/banner.png)\n",
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/banner.png)\n",
"\n",
"## 🌍 Geospatial Exploration and Orchestration Studio \n",
"\n",
Expand Down Expand Up @@ -142,17 +142,17 @@
"Raw satellite data showing the area affected by wildfire:\n",
"\n",
"<!-- ![Fire Input](../assets/fire-input.png) -->\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/fire-input.png\" alt=\"RGB Input\" width=\"588\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/fire-input.png\" alt=\"RGB Input\" width=\"588\" height=\"300\">\n",
"\n",
"#### Model Prediction\n",
"The fine-tuned model identifies burn scar areas:\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/fire-prediction.png\" alt=\"Fire Prediction\" width=\"588\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/fire-prediction.png\" alt=\"Fire Prediction\" width=\"588\" height=\"300\">\n",
"\n",
"#### Prediction Overlay\n",
"Burn scar predictions overlaid on the original imagery for validation:\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/fire-prediction-overlayed.png\" alt=\"Fire Prediction Overlayed\" width=\"588\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/fire-prediction-overlayed.png\" alt=\"Fire Prediction Overlayed\" width=\"588\" height=\"300\">\n",
"\n",
"<!-- ![Fire Prediction Overlayed](../assets/fire-prediction-overlayed.png) -->\n",
"\n",
Expand Down
38 changes: 19 additions & 19 deletions workshop/docs/notebooks/lab6-gesa-floods-workflow.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@
"source": [
"# Lab 6\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/gesa-workshop-notebooks/workshop/docs/notebooks/lab6-gesa-floods-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab6-gesa-floods-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n"
]
Expand All @@ -17,7 +17,7 @@
"id": "d61fa1ff",
"metadata": {},
"source": [
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/banner.png)\n",
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/banner.png)\n",
"\n",
"## 🌍 Geospatial Exploration and Orchestration Studio \n",
"\n",
Expand All @@ -27,36 +27,36 @@
"<tr>\n",
" <td><strong>License</strong></td>\n",
" <td>\n",
" <img src=\"https://img.shields.io/badge/License-Apache_2.0-blue.svg\" />\n",
" <img src=\"https://img.shields.io/badge/License-Apache_2.0-blue.svg\" alt=\"Apache 2.0 License\" />\n",
" </td>\n",
"</tr>\n",
"<tr>\n",
" <td><strong>TerraStackAI</strong></td>\n",
" <td>\n",
" <img src=\"https://img.shields.io/badge/TerraTorch-a3b18a\" />\n",
" <img src=\"https://img.shields.io/badge/TerraKit-588157\" />\n",
" <img src=\"https://img.shields.io/badge/Iterate-3a5a40\" />\n",
" <img src=\"https://img.shields.io/badge/TerraTorch-a3b18a\" alt=\"TerraTorch\" />\n",
" <img src=\"https://img.shields.io/badge/TerraKit-588157\" alt=\"TerraKit\" />\n",
" <img src=\"https://img.shields.io/badge/Iterate-3a5a40\" alt=\"Iterate\" />\n",
" </td>\n",
"</tr>\n",
"<tr>\n",
" <td><strong>Built With</strong></td>\n",
" <td>\n",
" <img src=\"https://img.shields.io/badge/Python-3.11-blue.svg?logo=python&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/code%20style-black-000000.svg\" />\n",
" <img src=https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white />\n",
" <img src=\"https://img.shields.io/badge/Python-3.11-blue.svg?logo=python&logoColor=white\" alt=\"Python 3.11\" />\n",
" <img src=\"https://img.shields.io/badge/code%20style-black-000000.svg\" alt=\"Code style: black\" />\n",
" <img src=\"https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white\" alt=\"Pre-commit enabled\" />\n",
"\n",
" </td>\n",
"</tr>\n",
"<tr>\n",
" <td><strong>Deployment</strong></td>\n",
" <td>\n",
" <img src=\"https://img.shields.io/badge/Helm-0F1689?style=flat&logo=helm\" />\n",
" <img src=\"https://img.shields.io/badge/-Red_Hat_OpenShift-EE0000?logo=redhatopenshift&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/kubernetes-326CE5?&logo=kubernetes&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/Auth-OAuth_2.0-purple\" />\n",
" <img src=\"https://img.shields.io/badge/PostgreSQL-316192?logo=postgresql&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/Keycloak-111921?logo=keycloak&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/-MinIO-C72E49?logo=minio&logoColor=white\" />\n",
" <img src=\"https://img.shields.io/badge/Helm-0F1689?style=flat&logo=helm\" alt=\"Helm\" />\n",
" <img src=\"https://img.shields.io/badge/-Red_Hat_OpenShift-EE0000?logo=redhatopenshift&logoColor=white\" alt=\"Red Hat OpenShift\" />\n",
" <img src=\"https://img.shields.io/badge/kubernetes-326CE5?&logo=kubernetes&logoColor=white\" alt=\"Kubernetes\" />\n",
" <img src=\"https://img.shields.io/badge/Auth-OAuth_2.0-purple\" alt=\"OAuth 2.0\" />\n",
" <img src=\"https://img.shields.io/badge/PostgreSQL-316192?logo=postgresql&logoColor=white\" alt=\"PostgreSQL\" />\n",
" <img src=\"https://img.shields.io/badge/Keycloak-111921?logo=keycloak&logoColor=white\" alt=\"Keycloak\" />\n",
" <img src=\"https://img.shields.io/badge/-MinIO-C72E49?logo=minio&logoColor=white\" alt=\"MinIO\" />\n",
" </td>\n",
"</tr>\n",
"</table>\n",
Expand Down Expand Up @@ -145,17 +145,17 @@
"#### Input Satellite Imagery\n",
"Raw satellite data showing the area affected by wildfire:\n",
"\n",
"![Fire Input](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/floods-input.png)\n",
"![Fire Input](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/floods-input.png)\n",
"\n",
"#### Model Prediction\n",
"The fine-tuned model identifies floods areas:\n",
"\n",
"![Fire Prediction](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/floods-prediction.png)\n",
"![Fire Prediction](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/floods-prediction.png)\n",
"\n",
"#### Prediction Overlay\n",
"floods predictions overlaid on the original imagery for validation:\n",
"\n",
"![Fire Prediction Overlayed](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/floods-prediction-overlayed.png)\n",
"![Fire Prediction Overlayed](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/floods-prediction-overlayed.png)\n",
"\n",
"This workflow demonstrates the power of geospatial foundation models in identifying and mapping wildfire-affected areas, which is crucial for disaster response, environmental monitoring, and recovery planning.\n",
"\n",
Expand Down
12 changes: 6 additions & 6 deletions workshop/docs/notebooks/lab7-gesa-buildings-workflow.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"source": [
"# Lab 7\n",
"\n",
"<!-- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/gesa-workshop-notebooks/workshop/docs/notebooks/lab5-gesa-buildings-workflow.ipynb) -->\n",
"<!-- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab5-gesa-buildings-workflow.ipynb) -->\n",
"\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/gesa-workshop-notebooks/workshop/docs/notebooks/lab7-gesa-buildings-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
"<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab7-gesa-buildings-workflow.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
"</a>\n"
]
Expand All @@ -19,7 +19,7 @@
"id": "d61fa1ff",
"metadata": {},
"source": [
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/banner.png)\n",
"![Geospatial Studio banner](https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/banner.png)\n",
"## 🌍 Geospatial Exploration and Orchestration Studio \n",
"\n",
"## Training a Custom Model for Buildings Detection Detection\n",
Expand Down Expand Up @@ -145,18 +145,18 @@
"#### Input Satellite Imagery\n",
"Raw satellite data showing labelled buildings:\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/buildings-input.png\" alt=\"RGB Input\" width=\"488\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/buildings-input.png\" alt=\"RGB Input\" width=\"488\" height=\"300\">\n",
"\n",
"#### Model Prediction\n",
"The fine-tuned model identifies buildings :\n",
"\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/buildings-detection-prediction.png\" alt=\"RGB Input\" width=\"488\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/buildings-detection-prediction.png\" alt=\"RGB Input\" width=\"488\" height=\"300\">\n",
"\n",
"#### Prediction Overlay\n",
"Buildings predictions overlaid on the original imagery for validation:\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/gesa-workshop-notebooks/workshop/docs/assets/buildings-detection-overlayed.png\" alt=\"Building Detection Prediction Overlayed\" width=\"488\" height=\"300\">\n",
"<img src=\"https://raw.githubusercontent.com/terrastackai/geospatial-studio/main/workshop/docs/assets/buildings-detection-overlayed.png\" alt=\"Building Detection Prediction Overlayed\" width=\"488\" height=\"300\">\n",
"\n",
"This workflow demonstrates the power of geospatial foundation models in identifying buildings which is crucial for disaster response, environmental monitoring, and recovery planning.\n",
"\n",
Expand Down
Loading