– Case Study –

Continuous Learning For Facial Recognition In Images

A Leading AI Photography Platform requires continuous model retraining to effectively curate photo albums for their customers


A leading AI photography platform delivers curated albums based on who is in the photo. Photographers upload large batches of photos that our client’s model matches with selfies. Model accuracy depends on correctly identifying multiple attributes that impact the success of model training and prediction. Use cases include people at concerts, corporate events, weddings, sports, etc.

99% Model accuracy

Continuous Learning for Context Recognition in Images



Our on-demand, flexible, and scalable data annotation team delivers near real-time judgments on the accuracy of the model’s predictions. Annotators must distinguish key features and vote on whether they match the model generated recommendation. Each photo is initially voted on by two annotators. Photos that are disagreed upon are sent to an experienced third annotator to break the tie. We continuously monitor arbitration rates to mitigate bias and cost overruns.


This AI photography platform is revolutionizing the way people share photos. The model saves time shortlisting images for both the photographers and end users. Our swift delivery and precision directly impact the user experience of their customers. This is an ongoing project for which we have already processed 2.5 million images in the first 20 weeks. Thanks to our services, their model has improved to 99% accuracy.

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(NASDAQ: INOD) Innodata is a global data engineering company delivering the promise of AI to many of the world’s most prestigious companies. We provide AI-enabled software platforms and managed services for AI data collection/annotation, AI digital transformation, and industry-specific business processes. Our low-code Innodata AI technology platform is at the core of our offerings. In every relationship, we honor our 30+ year legacy delivering the highest quality data and outstanding service to our customers.


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