Filtry
Toolchain for NN dataset management
The result is a software toolchain designed for the management of datasets used in the training and evaluation of neural networks on embedded platforms. It provides sensors. The toolchain supports cloud-based acces...
Electrical and electronic engineering
- 2025 •
- R •
- Odkaz
Rok uplatnění
R - Software
Výsledek na webu
SYDAGenerator 2 - Advanced tool for generating datasets using a 3D object
To train classification algorithms, it is necessary to have suitable datasets and sufficient computing power. When training neural networks, it is necessary to have data for creating software for generatin...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- R •
- Odkaz
Rok uplatnění
R - Software
Výsledek na webu
Functional sample of the robotic platform
. The platform uses AI methods (combination of convolutional neural networks and deep of large training datasets (taking many images of the product from different points of view) The created datasets<...
Robotics and automatic control
- 2021 •
- Gfunk •
- Odkaz
Rok uplatnění
Gfunk - Funkční vzorek
Výsledek na webu
Numerical modelling enables faster train weighing without an expensive infrastructure
significantly expand datasets, leading to more accurate and efficient neural network of developing a new train weighing system to overcome existing systems’ technical revize were looking for a solution th...
Computer and information sciences
- 2024 •
- O •
- Odkaz
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Denoise pre-training for segmentation neural networks
This paper proposes a method for pre-training segmentation neural networks on small datasets using unlabelled training data with added noise. The pre-training process helps the network wi...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D
Rok uplatnění
D - Stať ve sborníku
Model Design Research Plan for Warehouse Barcode Image Recognition in Smart Systems
collection, dataset compilation, selection of a suitable neural network model, network training, validation, and optimization, and finally, testing the model on a test approaches and present a research pl...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Fundamentals of Deep Learning using MultiGPUs
The computational requirements of deep neural networks used to enable AI applications like self-driving cars are enormous. A single training cycle can take weeks on a single GPU or even years for larger dataset...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- O •
- Odkaz
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Simulation Environment for Neural Network Dataset Generation
We present a simulation setup in the robot simulation software CoppeliaSim which is used for a synthetic dataset generation for training the neural network describing different detectable classes ...
Robotics and automatic control
- 2022 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Semi-automatic Facial Key-Point Dataset Creation
for the purpose of training a neural network. The images from the AAM are then re-annotated by the neural network and used to validate the precision of the proposed neural network detect...
Automation and control systems
- 2017 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Fundamentals of Deep Learning for Multi-GPUs (PTC Course)
The computational requirements of deep neural networks used to enable AI applications like self-driving cars are enormous. A single training cycle can take weeks on a single GPU or even years for larger dataset...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- O •
- Odkaz
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
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