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Code to detect rain/inundation using CCTV images, estimate affected area/depth and store data in MySQL. Image processing & ML for efficient flood monitoring & management.

License: MIT License

Python 100.00%
cctv computer-vision deep-learning efficientnet image-processing image-recognition machine-learning mask-rcnn object-detection opencv

cctv-inundation-detection's Introduction

๐Ÿ‡ฌ๐Ÿ‡ง English | ๐Ÿ‡น๐Ÿ‡ผ ็น้ซ”ไธญๆ–‡ | ๐Ÿ‡ซ๐Ÿ‡ท Franรงais

Hi ๐Ÿ‘‹, I'm YI HUNG, WONG

An ML/DL engineer from Taiwan.

yihong1120

yihong1120

  • ๐Ÿ”ญ Iโ€™m currently service in MediaTek

  • ๐ŸŒฑ Iโ€™m currently learning Cloud Computation, LLM, Computer Vision

  • ๐Ÿ’ฌ Ask me about Python, Cloud Computing, Tensorflow, Pytorch

  • ๐Ÿ“ซ How to reach me [email protected]

Connect with me:

yi-hung-wong-7b7859a1 ็ฟ้€ธๅฎ yihong1120

Languages and Tools:

azure csharp css3 django docker dotnet flask gcp git html5 linux mssql mysql nginx opencv pandas postman python pytorch qt scikit_learn seaborn swift tensorflow

yihong1120

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cctv-inundation-detection's Issues

Sweep: Refactor the code and file structures of this repositorySweep:

Details

Use unlimited sweep AI with GPT3.5 to

Refactor the code and file structures of this repository.
Remove useless files in this repository

Checklist
  • Modify packages/mrcnn/utils.py โœ“ 88333a3 Edit
  • Running GitHub Actions for packages/mrcnn/utils.py โœ“ Edit
  • Modify packages/mrcnn/config_mrcnn.py โœ“ 22df8a8 Edit
  • Running GitHub Actions for packages/mrcnn/config_mrcnn.py โœ“ Edit
  • Modify README.md โœ“ 421f7e2 Edit
  • Running GitHub Actions for README.md โœ“ Edit
  • Modify packages/mrcnn/utils_common.py ! No changes made Edit
  • Running GitHub Actions for packages/mrcnn/utils_common.py โœ— Edit

Sweep: Refactor the code and file structures of this repository

refactor the code in demo.py

Checklist
  • Create src/image_processing.py โœ“ 0595d87 Edit
  • Running GitHub Actions for src/image_processing.py โœ“ Edit
  • Create src/model_inference.py โœ“ 33a320b Edit
  • Running GitHub Actions for src/model_inference.py โœ“ Edit
  • Create src/database_operations.py โœ“ c02f8f0 Edit
  • Running GitHub Actions for src/database_operations.py โœ“ Edit
  • Modify demo.py โœ“ 667e31b Edit
  • Running GitHub Actions for demo.py โœ“ Edit

Sweep: Refactor the python scripts in 'packages' folder

Details

Blur.py
InRange.py
Morphology.py
Sobel.py
Threshold.py
TimeTransition.py
TimeTransition_origine.py
init.py
classify_inundation.py
classify_inundation_origine.py
classify_rain.py
classify_rain_origine.py
coco.py
comparer.py
convex_hull.py
couleur_transparent.py
crosswalk.py
crosswalk_origine.py
database.py
del_hort.py
del_vert.py
draw_polygon.py
edge.py
gray_images.py
ground.py
img_adjust.py
img_adjust_tous_points.py
img_adjust_tous_points_origine.py
inrange_blanc.py
inrange_blanc_origine.py
mesh2depth.py
mesh2depth_origine.py
minAreaRect_cv2.py
minAreaRect_cv2_origine.py
mix_image.py
pixel2mesh.py
pixel2mesh_origine.py
pixel_colour.py
setup.py
utils.py
voiture.py
voiture_origine.py
water.py
zone_inondee.py
zone_inondee_origine.py

refactor, integrate the files above, these files are in CCTV-Inundation-Detection/packages.

Checklist
  • Modify packages/Blur.py โœ“ 0351d96 Edit
  • Running GitHub Actions for packages/Blur.py โœ“ Edit
  • Modify packages/InRange.py โœ“ 3303741 Edit
  • Running GitHub Actions for packages/InRange.py โœ“ Edit
  • Modify packages/Morphology.py โœ“ 581f789 Edit
  • Running GitHub Actions for packages/Morphology.py โœ“ Edit

Sweep: Modify, refactor and integrate the code

Details

packages/Blur.py
packages/InRange.py
packages/Morphology.py
packages/Sobel.py
packages/Threshold.py
packages/TimeTransition.py
packages/TimeTransition_origine.py
packages/init.py
packages/classify_inundation.py
packages/classify_inundation_origine.py
packages/classify_rain.py
packages/classify_rain_origine.py
packages/coco.py
packages/comparer.py
packages/convex_hull.py
packages/couleur_transparent.py
packages/crosswalk.py
packages/crosswalk_origine.py
packages/database.py
packages/del_hort.py
packages/del_vert.py
packages/draw_polygon.py
packages/edge.py
packages/gray_images.py
packages/ground.py
packages/img_adjust.py
packages/img_adjust_tous_points.py
ipackages/mg_adjust_tous_points_origine.py
packages/inrange_blanc.py
packages/inrange_blanc_origine.py
packages/mesh2depth.py
packages/mesh2depth_origine.py
packages/minAreaRect_cv2.py
packages/minAreaRect_cv2_origine.py
packages/mix_image.py
packages/pixel2mesh.py
packages/pixel2mesh_origine.py
packages/pixel_colour.py
packages/setup.py
packages/utils.py
packages/voiture.py
packages/voiture_origine.py
packages/packages/water.py
packages/zone_inondee.py
packages/zone_inondee_origine.py

Modify, refactor and integrate the code in the above python file. In order to improve maintainability and readability, you can modify the file name or function name. After finishing, delete the redundant and useless files.

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