Maximum size in Edge Impulse

Hello everyone ,

I want to ask you about maximum size of training dataset ? is it 4GB? is there anyway to increase the size in Edge Impulse ?

Hi @Bayan_khalid,

I do not believe there is a limit to the dataset size. However, you are limited to 4 GB of RAM when doing DSP preprocessing, 8 GB of RAM during training, and 20 min of processing (DSP or training) time. Using a large dataset will likely make you hit one of those limits.

As for increasing those limits in the free version:

Yes, clear
Does this include the education purposes(Senior Graduation Project).?

Best Regards

Hi @shawn_edgeimpulse,
I would like to upgrade my limit for my free version. I am a student working on a final year project in India.
We are working on a waste segregation robot that separates plastic bottles from other recyclable waste.This plastic bottles will be further recycled for the better management of plastic waste. We are using The FOMO (Faster Objects, More Objects) MobileNetV2 0.35 for object detection.
Currently our dataset contains 1266 images in the dataset.
We tried to train using the following parameters:

  1. Number of training cycles: 70
  2. Learning rate: 0.008
  3. Batch size: 32
    It gave us an error, Processing time was 26 mins est. which was greater than the 20 min limit.