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SmartCane/python_app
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Timon d075302efa feat: Add spectral extraction and analysis scripts for SC-161 and SC-162 
- Implemented `run_spectral_extraction.py` to batch extract spectral indices (NDVI, BSI, NDWI) from 4-band TIFF files, saving results in a structured CSV format.
- Created `spectral_features.py` for calculating various spectral indices, including NDVI, BSI, NDWI, CI_green, CI_red, GNDVI, SAVI, and EVI2.
- Added Jupyter notebook `02_season_normalization_analysis.ipynb` for analyzing season-length normalization, comparing ESA and Angata spectral indices, and visualizing growth patterns.
- Included functions for computing season age, plotting trajectories, and performing peak and amplitude analysis.
2026-02-16 10:11:43 +01:00
..
experiments updated whole workflow and architercutre md 2026-01-12 09:34:13 +01:00
harvest_detection_experiments feat: Add spectral extraction and analysis scripts for SC-161 and SC-162 2026-02-16 10:11:43 +01:00
python_scripts wip 2026-01-12 14:55:25 +01:00
.gitignore wip 2023-10-10 17:02:35 +02:00
00_download_8band_pu_optimized.py wip 2026-02-10 19:56:57 +01:00
01_planet_download.ipynb updated whole workflow and architercutre md 2026-01-12 09:34:13 +01:00
22_harvest_baseline_prediction.py harvest pred working better now 2026-01-18 08:22:02 +01:00
23_convert_harvest_format.py Add script 23: Convert harvest format from production to standard, remove diagnostic script 2026-01-15 09:28:13 +01:00
31_harvest_imminent_weekly.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
batch_rgb_validation_top_fields_v3.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
create_rgb_evaluation_template.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00
download_planet_missing_dates.py updating inbetween stuff, not finished yet 2026-02-02 12:07:10 +01:00
harvest_date_pred_utils.py harvest pred working better now 2026-01-18 08:22:02 +01:00
model_307.pt updated code to fit in workflow better 2026-01-12 16:33:23 +01:00
model_config.json updated code to fit in workflow better 2026-01-12 16:33:23 +01:00
model_scalers.pkl updated code to fit in workflow better 2026-01-12 16:33:23 +01:00
requirements_darwin.txt wip 2023-10-22 21:45:20 +02:00
requirements_linux.txt wip 2023-10-22 21:45:20 +02:00
requirements_old.txt wip 2023-10-18 22:01:14 +02:00
rgb_visualization.py Refactor full pipeline script to include intelligent checking of existing outputs and dynamic execution of scripts. Added new Python scripts for RGB validation and evaluation template creation. Enhanced error handling and logging throughout the pipeline. 2026-01-27 08:58:06 +01:00