Soul Shield https://soulshield.life Mass Defense Blog Sun, 05 Jan 2025 19:26:37 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.1 Beta One https://soulshield.life/2025/01/01/beta-one/ https://soulshield.life/2025/01/01/beta-one/#respond Wed, 01 Jan 2025 20:08:20 +0000 https://soulshield.life/?p=53
  • Six security cameras included in test.
  • Axios security cameras.
  • Real time weapon detection. No latency.
  • Detect for rifle, pistol, knife.
  • Timeline of detected events. Can scroll from newest too oldest.
  • Show both zoom out / in photos of the perpetrator and weapon.
  • Date and confidence of detected event.
  • Integrated mini-map of the facility.
  • Dynamic tracking of perpetrator within the facility.
  • Can pick the facility with pull-down menu at top.
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    Alpha Three https://soulshield.life/2024/07/06/alpha-3/ https://soulshield.life/2024/07/06/alpha-3/#respond Sat, 06 Jul 2024 14:42:03 +0000 https://soulshield.life/?p=43 Another system test was run on July 4, 2024. Here is what was new in this test.

    • Upgraded computer vision.
    • Fourth generation ML models.
    • Zoom-in on weapon.
    • Dual image display: wide view and zoom-in.
    • Date stamp of detected images.
    • Image detection confidence.
    • Filter out low confidence images.
    • Can run system test from a recorded video. Eliminates camera setup.

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    Alpha Two https://soulshield.life/2024/05/20/alpha-two/ https://soulshield.life/2024/05/20/alpha-two/#respond Mon, 20 May 2024 17:33:51 +0000 https://xut.jwb.temporary.site/website_552f5f5f/?p=18 We tested the Mass Defense system again on April 26th at my back yard. Many changes and upgrades since last test.

    What has changes since the last test?

    • Now using a security camera with a live video feed.
    • Now using ML models for image detection.
    • Weapons detection for knife, pistol and rifle.
    • Upgraded apps for system testing.

    What went well?

    • Video live stream worked great.
    • Rifle detection was good.
    • The knife and pistol detection was a failure.
    • All apps and SMS messaging worked great.

    What went poorly?

    • Small weapon detection failed.
    • Only used toy weapons for the testing.
    • No deep linking from SMS message to app.
    • No quick testing from a video.
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    Alpha-One https://soulshield.life/2024/05/20/text-1-alpha-1/ https://soulshield.life/2024/05/20/text-1-alpha-1/#respond Mon, 20 May 2024 16:19:09 +0000 https://xut.jwb.temporary.site/website_552f5f5f/?p=14 The first test for Mass Defense occurred on Christmas day, 2023. It was with some of my friends at my house.

    Basic setup.

    • Camera was using an iPhone.
    • The image detection was with a classifier. Not very accurate.
    • Weapons tested were knife and pistol, toy gun.
    • Tested the SMS messaging.

    What went well?

    • The SMS messaging worked great.

    What went poorly?

    • The image detection was poor. We had to get the weapon up close to the camera.
    • The detector and camera were running on the same device.
    • Command central was run on a computer, not distributed.
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