ChatSam / Weapons_detection_immich

Weapons detection feature based on the immich self-hosted photo and video hosting platform.
https://immich.app
MIT License
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Finalize the general ML use case #2

Closed ChatSam closed 6 months ago

ChatSam commented 6 months ago

Finalize which machine learning use case to implement between Violence Detection and Threat Detection.

To accomplish that, address the following questions -

  1. Which version benefits more from Depth Estimation
  2. Which one has more learning potential?
  3. Which one has more use for Child Protection?
  4. Which one is more technically challenging to implement
  5. Which one has more data to train the ML model?
ChatSam commented 6 months ago
  1. It seems that depth estimation and violence detection don't seem to be combined in any projects
  2. The weapon detection use case seems to be technically more straightforward.

Sources to confirm findings

  1. MiDaS and YOLO
  2. Combining YOLO and MiDaS
  3. Paper - Does depth estimation help object detection ?
  4. Getting started with MiDaS
  5. Using MiDaS
  6. Yolo V8 vs V4

In Conclusion, weapons detection seems to be a better use case to pursue depth estimation