Can I remove images from the training set after a model has been trained?
No, once a model is trained, it is completed and cannot be modified. The training process creates a finalized set of weights and parameters based on the training images provided.
How to improve an existing model
If you want to change or optimize a model:
Create a new model
Upload a revised set of training images
Train the new model from scratch
This is necessary because all weights need to be re-trained from the beginning when the training data changes.
Managing model versions
Samsa makes versioning easy:
Give each model version a descriptive name
Set models to private if you don't want to share with colleagues
Keep track of which models performed best for your needs
Best practices
Carefully select training images before starting the training process
Create consistent naming conventions for your model versions
Test each model version to compare results
Document which training images were used for each version
Need help managing your model versions? Contact our support team at support@samsa.ai