Make your next experiment count.
Practical guides for preparing image data and scoping a computer vision pilot. Start with the decisions that make a model useful to your team.
Plan the work. Test the value.
Clear steps for better image data and a pilot your team can evaluate.
Image dataset checklist
A practical checklist for teams preparing their first computer vision dataset. Focus on coverage, clear labels, and an evaluation set you can trust.
Read the guideComputer vision pilot guide
Define the task, the evidence, and the handoff before training a model. Use this guide to scope an evaluation that answers a business question.
Read the guideStart with the question closest to your project.
If you are collecting images, begin with dataset coverage and annotation rules. If you already have data, define the decision a model would support and the errors your team can tolerate. Both guides connect technical preparation to the people who will use the result.
Plan your first pilotAre these guides specific to Sivela?
The preparation and evaluation principles apply across computer vision projects. Each guide also links to the Sivela modules that support the relevant stage of the workflow.