Recognizing temperature values in camera traps using OCR

Recognizing temperature values in camera traps using OCR

Andy Rosales Elias

Andy Rosales Elias

Santa Barbara, California

Tutorial on how to implement the K-Nearest Neighbor algorithm to recognize temperature values.

Artificial Intelligence, Internet of Things

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Description

The use of camera traps is common for wildlife research. Unfortunately however, much of the image metadata from the camera traps is often inaccessible due to poor encoding and non-existent developer support. In this project, I explore a different alternative to the camera's metadata by using the K-Nearest Neighbor algorithm for automatic detection of the temperature values.

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GitHub Repository (with installation/usage instructions)

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Andy R. created project Recognizing temperature values in camera traps using OCR

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Recognizing temperature values in camera traps using OCR

The use of camera traps is common for wildlife research. Unfortunately however, much of the image metadata from the camera traps is often inaccessible due to poor encoding and non-existent developer support. In this project, I explore a different alternative to the camera's metadata by using the K-Nearest Neighbor algorithm for automatic detection of the temperature values.

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