My Model is 93.8% F1 score but when deploy to my Nicla Vision board. I have false detection of my model all the time. What is the problem in my model. I haved watched the video that explain FOMO https://www.youtube.com/watch?v=VzJZM5p24Tc&t=799s
My project:
What’s wrong with my datas
Best regards
Martin
Hi @mlasalle
Nothing is wrong with your data, you just dont have anywhere near enough 
You only have 78 items and the dataset is imbalanced, if you have a 93.8% accuracy that is only for the very small set of images that you trained on. Add more MUCH more to expect better results, dont be surprised if the % of accuracy goes down, that just means you need to be more consistant with the capturing of images, distance, background, and other factors. To get a model that can generalise better. 
Please see our getting started guide for some tips:
Best
Eoin
I improve a lot my project at a acceptable level for me but now I have an unable to initialize camera on my Nicla Vision!
