Software Development Kit

From data set importation and data annotation to model training and evaluation, Gestoos CREATOR provides an end-to-end platform with no coding needs Detailed analysis for model validation is easily accomplished by linking results directly and visually with exact video frames. Build best-in-class models with a comprehensive easy to use tool leveraging patented cutting edge IP.

Our proprietary incremental learning with memory component maximizes accuracy thereby reducing training data needs. In addition, Gestoos CREATOR leverages semisupervised learning techniques that minimize the need for labeled data directly reducing annotation costs. And using non-annotated data has the advantage that additional specific task models can be defined and trained later leveraging incremental learning and a reduced supervised dataset.

Gestoos CREATOR has been designed by a team with many years of experience developing Computer Vision and AI based products. This extensive knowledge has been crafted into a complete toolkit that can be used by engineering teams with no specialized AI, Machine Learning or CV expertise. The whole model creation process is structured to help users to avoid common failures in data curation and selection, helping to balance categories and different types of metadata (subjects, view-points, scenarios).

The Gestoos CREATOR tool can be installed in the user company's cloud services account. In this manner data confidentiality and corporate IP is strictly maintained. This also allows the user to scale both the data storage and computing resources as needed.

Quick and agile development is achieved by leveraging pre-developed backbone and base models that dramatically reduce the overall end-to-end model creation time. Additionally, with incremental learning in each iteration only new data is processed reducing training time by orders of magnitude.

Our patented semi-supervised incremental learning methodology with internal memory component assures previous knowledge is not lost. It also generalizes better and far more accurately captures the long tail of low probability events. Gestoos' shape recognition technology delivers both higher accuracy and improved robustness.