Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"TensorFlow Lite"”.
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Solar panel damage identification using tensorflow lite
… is to use drones to capture aerial photos and TensorFlow-Lite and Keras deep learning methods to determine if a panel has defects, such as debris, cracked panels, and hotspots. The model features an execution time of 0.185 seconds per picture. In addition, the model will run on an embedded …
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Computer Vision with Machine Learning on Smartphones for Beauty Applications.
… area of research, as evidenced by Google’s TensorFlow Lite platform and Apple’s CoreML API and Neural Engine-accelerated iOS devices. The overarching goal of the projects carried out in this thesis is to adapt existing desktop computer-oriented computer vision techniques to smartphones, by …
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Deep Reinforcement Learning for Multirotor Flight Control: A Comparative Study of Sim-to-Real Training and Real-World Performance
… in a MuJoCo-based simulator and deployed via TensorFlow Lite Micro inference on PX4 flight controllers. Domain randomization of actuator and mass properties yielded the best balance between positional accuracy and attitude stability, achieving reductions of 40–50 % in position error and …
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INSIGHT : intelligent navigation system for integrated guidance haptic technologies
… for Android using Kotlin and integrates a TensorFlow Lite implementation of the You Only Look Once, Version 8 (YOLOv8) object detection model. A gesture‐based interaction system was employed, using tap and hold gestures to switch between two operational modes: ’General Mode’, which provides …
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Automatizované testování a vyhodnocování modelů hlubokých neuronových sítí na vestavěných platformách
Táto magisterská práca sa zameriava na automatizované testovanie modelov hlbokých neurónových sietí na vstavaných platformách. Teoretická časť práce skúma populárne úložiská modelov umelej inteligencie a nástroje na získavanie modelov z takýchto úložísk. Teoretický základ práce taktiež zahŕňa …