Creating a Bird Detection AI: From Ideation to Product Launch

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A story of one image recognition project. From optimizing an object detection model and optimizing a dataset to multistage neural networks.

A ‘behind the scenes’ of how a complex computer vision product is developed: ● solving the problem of running an object detection model on weak hardware ● dealing with false positive results and an unbalanced dataset ● teaching a machine to distinguish nearly identical looking bird species.

A ‘behind the scenes’ of how a complex computer vision product is developed: ● solving the problem of running an object detection model on weak hardware ● dealing with false positive results and an unbalanced dataset ● teaching a machine to distinguish nearly identical looking bird species
 

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