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Ali BERKOL, dil Gke DEMRTA
 


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UNVEILING THE FUTURE: PIONEERING INFRARED IMAGING THROUGH TINY ML AND IMAGE PROCESSING
 
Rapid advancements in technology have ushered in a new era of possibilities, where the seamless integration of Tiny Machine Learning (Tiny ML) and image processing has taken center stage, particularly within the dynamic realm of infrared imaging. This amalgamation presents a transformative synergy that holds immense potential across diverse sectors. Infrared imaging, harnessing the intrinsic thermal radiation of the electromagnetic spectrum, has proven to be an invaluable asset in situations where conventional visual imagery falls short. The introduction of Tiny ML into this equation introduces an exciting paradigm shift, empowering infrared devices with the capability to perform intricate real-time analyses with precision and autonomy. The implications of this fusion are far-reaching. The deployment of these advanced technologies bolsters security and defense mechanisms through enhanced night vision capabilities. Furthermore, the medical landscape is poised for revolution as real-time thermal diagnostics promise to reshape patient care and disease detection. In the agricultural domain, the fusion of Tiny ML and infrared imaging facilitates accurate crop health assessments, while industries stand to benefit from improved anomaly detection and predictive maintenance. Peering into the future, the harmonious blend of Tiny ML and infrared imaging hints at the advent of even smaller, smarter devices. This convergence, characterized by low power consumption and high computational capabilities, is poised to create a profound impact on multiple facets of life. A world where safety, health, and efficiency are elevated to unprecedented levels is on the horizon. In conclusion, the synergy between Tiny ML and image processing within the infrared imaging landscape is a testament to the power of innovative thinking. As these technologies continue to evolve, they redefine the boundaries of data analysis and decision-making, paving the way for a future where the remarkable becomes the new norm.

Anahtar Kelimeler: Infrared Imaging, Tiny Machine Learning, Image Processing, Synergy and Innovation