Wiktor Burblis - Publications - Bridge of Knowledge

Wiktor Burblis

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artificial intelligence, machine learning, cnn, neural networks, optimization algorithms

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Year 2024

Comparison of Deep Neural Network Learning Algorithms for Mars Terrain Image Segmentation
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- Year 2024
This paper is dedicated to the topic of terrain recognition on Mars using advanced techniques based on the convolutional neural networks (CNN). The work on the project was conducted based on the set of 18K images collected by the Curiosity, Opportunity and Spirit rovers. The data were later processed by the model operating in a Python environment, utilizing Keras and Tensorflow repositories. The model benefits from the pretrained...

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