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@neha-sharma-geoai neha-sharma-geoai commented Oct 29, 2025

🧩 Notebook Updates and Improvements

  • Updated notebook language for clarity and readability.
  • Added comments and explanations to all code cells.
  • Improved overall flow — from data loading to visualization.
  • Added try–except blocks to handle errors gracefully.
  • Introduced a common output prefix with date-time for easy result tracking.
  • Modified detection loop to show duration and continue on errors.
  • Enabled fetching of previously published detection layers from ArcGIS Online.
  • Added symbology to detected features using updated API syntax.
  • Improved map layout with responsive side-by-side map display.
  • Enhanced bar chart visualization for car count results.
  • Ensured that it is a run-all notebook.

Please let me know if any other modification is required.

🧩 Notebook Updates and Improvements
- Updated notebook language for clarity and readability.
- Added comments and explanations to all code cells.
- Improved overall flow — from data loading to results visualization.
- Added try–except blocks to handle errors gracefully.
- Introduced a common output prefix with date-time for easy result tracking and matching with respective imagery for overlaying on a map.
- Modified detection loop to show duration and continue on errors.
- Enabled fetching of previously published detection layers from ArcGIS Online.
- Added symbology to detected features using updated API syntax.
- Improved map layout with responsive side-by-side map display.
- Enhanced bar chart visualization for car count results.
- Ensured that it is a run-all notebook.
@neha-sharma-geoai neha-sharma-geoai added ready for review learn Issues, questions, and enhancements related to learn module Sample Notebook labels Oct 29, 2025
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@neha-sharma-geoai neha-sharma-geoai changed the title Update count_cars_in_aerial_imagery_using_deep_learning.ipynb [Notebook PR] Update count_cars_in_aerial_imagery_using_deep_learning.ipynb Oct 29, 2025
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