Labelling for ML model
90% of the value of an ML model comes from the quality of its training data set. At Optimetriks we can help you get high-quality labeling from our in-house labeling team.
Our specialty is in the labeling of items in complex environments (e.g last-mile distribution in traditional trade). It requires:
attention to detail to identify the products in a crowded environment
a strong labeling strategy (which SKUs to label, which pictures are “deemed” acceptable, etc.)
labelers who know the environment
strong supervision/monitoring team
use of state-of-the-art labeling tool
At which stage of your AI project can we bring support:
Initial labeling for your project deployment:
Large number of items to label for the start of your project
Large team to get things running as soon as possible
On-going project:
Labeling maintenance
Few labelers dedicated to your project reviewing the pictures and re-labeling errors to constantly improve your Algorithm output
Costs
Deployment costs - One time Fee:
At the inception of the project, we will need to select the right labeling team, intensively train them on your items and build our labeling strategy. This in general requires 2 to 3 weeks of work from our managers. It has a one-time fee attached to it of around 2,000 EUR
Project costs - Packaged number of hours:
Package (Hours) | Hourly Cost (EUR) | Package Cost |
---|---|---|
500 | 10€ | 5,000€ |
1,000 | 9€ | 9,000€ |
1,500 | 8.5€ | 12,750€ |
2,000 | 8€ | 16,000€ |
Anny additional batch of 200 hours | 7.5€ | 1,500€ |