Image Annotation for Swiss Food Waste Assessment Solution Provider

HabileData’s Solution

• Project assessment was done by data annotation specialists at HabileData to label food images to prepare training data.
• Workflow was designed after assessing the food product images on client’s software.
• Food product images were labelled against the master repository of food items present in the client’s portal
  • Visuals were validated against the pictures captured during garbage throwing.
  • Repeated reviewing helped in accurate identification of food item.
  • Images were tagged and segmented against the client defined product list and standards of restaurants and hotels.
  • Any doubt on the image identification was confirmed by the client before labeling.
• Stringent quality check process was followed to maintain data accuracy.
  • A parallel labelling activity was done by the client in-house .
  • The data was compared with the data submitted by HabileData to check for any inconsistencies.
  • Any mismatch or data deviation was used by client for training purpose.
  • Any problem with data was taken up for relabelling.
• Labelled food images to be used as training data were uploaded on client’s portal through automation.
  • Reports were generated giving details on number and types of images labeled.
  • Analytical insights based on day, time, type of food wasted, total wastage against total quantity etc. was prepared.
• Technology – Secure Login to Client portal through web-browser