update pages

docs/Best-Practice.md

@@ -1,23 +1,21 @@
-This page shows some best practices.
-# Camera Placement 
+# Best Practice
+
+This page shows some best practices:
+
+## Camera Placement 
 * Move the Camera as close as possible(~4cm), this will help get rid of reflections.
   -> focus can be adjusted by turning the outer black ring of the camera.
 * If the LED reflections are too strong, put tape over the LED to defuse the light
 * Change the ImageSize to QVGA under "Expert mode" configuration when close enough, this will be faster and is often good enough for digital recognition.
 
-# Reflections 
+## Reflections 
 
   * Try to get ride of the reflections by rotating the camera, so that the reflections are at positions, where no number is.
   * By using the external LED option, you can place WS2812 LEDs freely away from the main axis.
   * Users report, that a handy cover foil could also help
 
-# Post-processing
+## Post-processing
 * Filter out the Number "9", as "3" will often be misread for a "9" and void every number between 3 and 9 due to it being negative flow.
 * Split the readings into two, while the decimal numbers might move to fast to be recognized, at least the slower moving part will produce a correct reading.
 -> keep in mind that the offset needs to be adjusted, a.e if you have a comma reading of "3", it needs to become "0.3". This can be done wherever the data ends up being sent, like home assistant using sensor templates.
 * If you are using a low resolution and only digital mode, processing can often be done in <1 minute. Check the logs to confirm how fast it is and then set the interval accordingly under "Expert mode" in configuration, as the normal mode will lock you to 3+ minutes.
-
-***
-
-* [ ] Todo condense from various discussions, eg. ~~https://github.com/jomjol/AI-on-the-edge-device/issues/765~~ and https://github.com/jomjol/AI-on-the-edge-device/discussions/984
-* [ ] Todo add images and more in-depth explanation