General Models
- How to determine if a scenario is suitable for using the general models?
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As long as the on-site objects contain characteristics similar to the objects that the general models can recognize, the models can be deployed for testing.
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If the on-site objects cannot be recognized, you should train a new general model.
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If some objects are correctly recognized, you should acquire images that report poor recognition results and fine-tune the models.
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- What scenarios can the general models for cartons be applied to?
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It is suitable for palletizing/depalletizing cartons of single or multiple colors and surface patterns. However, please note that this model is only applicable to cartons placed in horizontal layers and not at an angle to the ground.
- How to collect data for the general models for boxes?
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Please test the general box model first. If it cannot segment correctly sometimes, collect about 20 images of situations where the model does not perform well and train the model.