Essays about: "Intelligent Embedded Systems"

Showing result 1 - 5 of 54 essays containing the words Intelligent Embedded Systems.

1. 1. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Cina Arjmand; [2023]
   Keywords : Artifical Intelligence; Machine Learning; Neuromorphic Engineering; Computer Vision; Technology and Engineering;

   Abstract : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. READ MORE

3. 2. Water Quality Device : Testing Through Electronic Measurements

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Jihad Adnan Abdu; Philip Lundström; [2023]
   Keywords : Water Quality; Water; Electronics; Physics; Embedded Systems; Pollution; Water Pollution; Water Quality Device; Arduino Uno Rev3; Vattenkvalitet; Förorening; Vatten; Vattenförorening;

   Abstract : Water is the source of all life, but unfortunately, the water quality is getting only worse due to many factors like overuse, contamination, indifference and even by nature itself. By identifying the problem, we are one step closer to solving the problem, and that is why an intelligent water quality device is required to examine water and detect impurities within it. READ MORE

4. 3. Development of a reliable and time-efficient digital production process of encrypted intelligent keys : Embedded systems and software development

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Fredrik Almario Strömblad; Primus Svensson; [2022]
   Keywords : Embedded; software; hardware; automation; automated; gui; accelerate; reliable; time-efficient; efficient; keys; locks; electronic; circuit; production process;

   Abstract : Smart keys are increasing in popularity due to the many benefits they bring. Access control and overview have never been more efficient than it is today. This thesis project automates the digital production of a new line of keys. Automating this production process improves the production in scalability, reliability, and efficiency. READ MORE

5. 4. Application of TensorFlow lite on embedded devices : A hands-on practice of TensorFlow model conversion to TensorFlow Lite model and its deployment on Smartphone to compare model’s performance

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Mitra Rashidi; [2022]
   Keywords : Machine learning; TensorFlow; TensorFlow lite; Smartphone; Maskininlärning; TensorFlow; TensorFlow lite; Smartphone;

   Abstract : Rapporten beskriver processutvecklingen av integration inom smart-enheter och gör jämförelse med de traditionella datormodeller som exempelvis TensorFlow. Maskininlärning är ett område som för närvarande observeras av många människor på grund av dess anmärkningsvärda önskan inom olika intelligenta områden som datorseende, naturlig språkbehandling, föreslagna datorsystem, etcetera. READ MORE

6. 5. Investigation of dynamic control ML algorithms on existing and future Arm microNPU systems

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Joel Åhlund; David Cordesius; [2021]
   Keywords : Dynamic control; NPU; MTCNN; Machine learning; Neural networks; Technology and Engineering;

   Abstract : In this thesis, dynamically controlled machine learning algorithms running on state of the art Arm microNPUs, with an attached Cortex-M CPU, were investigated. The machine learning framework used was Tensorflow and different subsets of it, such as Tensorflow Lite micro. READ MORE