AI-Identify robot lawnmower to prevent hundreds of "vehicle detected"?
Any AI setting (or other solution) that could identify my lawnmower and NOT trigger a notification and recording? Still want to be alerted if other things happens.
Currently I have. million clips of the lawnmower going around the property :)
Not a huge problem... but would be nice if solvable.
Ideas?
Thx/Ampi
Comments
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lol. I have the exact same problem, I love that my lawn is freshly cut every day but man there’s a lot of videos!..
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This is a known issue - it's just that robot mowers look like vehicles, and that the dataset that the current model is trained on doesn't have many mowers in it, so the current classifier tends to class them as vehicles.
We have been adding more mowers to our dataset, so the next model that will be trained on the updated dataset will be much better at this. To help us, please submit some false-positive images of your mower:
- Enable the "Save AI-classified images for review" option in the General Settings
- After you see some false-positives, open the AI Review window (available from the Window menu)
- For every mower image that you see there that is classified as a vehicle, right-click on it and select the option to send the image to us
- If you can send us a few dozen that would be great (not hundreds - we need different users to do this for different mowers so that we have diversity in our dataset).
This will help to make the next version of our AI more resilient to this specific problem. Thanks!
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- "For every mower image that you see there that is classified as a vehicle, right-click on it and select the option to send the image to us"
I have the options "This is Incorrect" and "Reveal in finder". No option to "Send"
Are they sent if I select "incorrect"?
BR/Ampi
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Sorry for not being clear - yes it's the "This is incorrect" option that sends the image to us. The first time you select this it will ask you for your permission to send anonymous images. Thanks!
