SharinPix DocumentationFAQMisc QuestionsDifference between SharinPix Einstein Vision App and Salesforce Lab model builder

Difference between SharinPix Einstein Vision App and Salesforce Lab model builder

What is Salesforce Labs Model Builder?

Salesforce Labs Model Builder is a free app on the AppExchange which permits to upload prepared files to create Einstein Vision & Language models. It's just a UI layered on top of Einstein’s integrated REST APIs.

You can find it on the AppExchange here:

What are the difference with SharinPix Vision Apps?

In Model Builder :

  • You have to use an external app to do the labelling (drawing boxes in pictures)
  • You have to save the labelling as a CSV file
  • You have to correct the CSV to make it fit Einstein Vision requirements
  • You have to zip all the images together
  • You have then to upload both files into the Model Builder to get the model created

Model Builder known Limitations:

  • If the images are not at the right format/size/resolution the zip won’t be processed
  • If the images as too many, you won’t be able to upload it into sliced version of the zip and csv

What SharinPix Labelling App offers on top of that:

  • Includes the labelling tool (you can draw boxes from the UI in the pictures without need of external tool)
  • Includes a support to get the team working on labelling organized
  • Provide QA support and validation around the QA tasks done
  • Transform images into lower resolution if needed
  • Transform images format into expected format if needed
  • Can exclude easily some images, some labels, in order to test different version of dataset/models
  • Store each dataset/model information in order to replicate, modify, optimized
  • Can automatically slice zip files into different ones if size is too large
  • Support already new version of the API as soon as it is available as Pilot

As part of the SharinPix Einstein Vision Apps, you also have 2 other apps beside SharinPix Labelling App :

  • SharinPix Review App (review results and permits to validate the quality from real images from the field)
  • SharinPix Retrain App (retrain model from reviewed results coming from Review App – Keep track of Model history)

Those 2 options are not available from Salesforce Lab package and are key to get an optimized and bullet proof model ready to go to production.

In recap:

  • Salesforce lab package is a nice starting point if you want to test and quickly create small number of images models
  • SharinPix Apps are the best option (internally used by many Salesforce SE even used in Einstein Vision team) as soon as you get serious about Model creation/optimization and organized team work around labelling/producing models

Note that SharinPix also offer Services to label and help you on your Einstein Vision projects.


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