Hello, is it possible to get free more time for job time limit? we have to train at least 10k images, possibly more for the model to identify each image. we aim to make an automatic segregation of plastic bottle types using rpi5 for our undergraduate thesis and it may need more job time limit since the current job limit cannot suffice even with 17 training cycles (we use 120 x 120). thank you very much.
Hi @bababuI
While we can in some cases have some room for movement in project settings, we have a dedicated University program team that manages this.
Can you please contact our Univeristy program, I cannot see any details here of what university and no University mail was used to create this account. @jimbruges fyi
Students - Edge Impulse for Students
Educators - University
In the mean time please also see some of our guides to help reduce training time and improve your model through configuration:
Lowering Compute Time:
- Use a smaller input resolution than
120x120(try96x96or64x64), then benchmark on the RPi5 to see if accuracy is acceptable. Have you tried this?
Lowering compute time - Edge Impulse Documentation
Increasing Performance
- Try out some of our smaller model architectures e.g. MobileNet or FOMO, which converge quickly and are optimized for edge devices.
Increasing model performance - Edge Impulse Documentation
These two steps are the best place to start,
Best
Eoin
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