Essays about: "LeNet"
Showing result 6 - 9 of 9 essays containing the word LeNet.
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6. Classification of tree species from 3D point clouds using convolutional neural networks
University essay from Umeå universitet/Institutionen för fysikAbstract : In forest management, knowledge about a forest's distribution of tree species is key. Being able to automate tree species classification for large forest areas is of great interest, since it is tedious and costly labour doing it manually. READ MORE
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7. Robustness of a neural network used for image classification : The effect of applying distortions on adversarial examples
University essay from Högskolan i Gävle/DatavetenskapAbstract : Powerful classifiers as neural networks have long been used to recognise images; these images might depict objects like animals, people or plain text. Distorted images affect the neural network's ability to recognise them, they might be distorted or changed due to distortions related to the camera. READ MORE
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8. Embedded Implementation of Lane Keeping Functionality Using CNN
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The interest in autonomous vehicles has recently increased and as a consequence many companies and researchers have begun working on their own solutions to many of the issues that ensue when a car has to handle complicated decisions on its own. This project looks into the possibility of relegating as many decisions as possible to only one sensor and engine control unit (ECU) — in this work, by letting a Raspberry Pi with a camera attached control a vehicle following a road. READ MORE
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9. Using convolutional neural networks to classify ultrasound images of the carotid artery wall
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Cardiovascular diseases are very prominent in western countries. This thesis examines three different convolutional neural networks (CNN) and their abilities to classify ultrasound images of the carotid artery wall to a risk level of atherosclerosis. The models are LeNet, VGG16, and VGG19. READ MORE
