MAKING LabVIEW
SMARTER and FASTER
PROVIDING COMPLETE TOOLCHAIN FOR DEEP LEARNING SYSTEMS
DATA COLLECTION & ANNOTATION
1.
NETWORK TRAINING
2.
OPTIMIZATION & QUANTIZATION
3.
DEPLOYMENT FOR INFERENCE
4.
Ngene is a technology provider company in the field of Artificial Intelligence. Software frameworks and intellectual properties of Ngene are enabling the research, development, optimization and deployment of AI-based systems for industrial applications.
Ngene provides complete toolchain to develop custom and efficient deep learning models including data collection and annotation with NNotate, deep neural network training and optimization with DeepLTK, as well as deployment for inference on different hardware platforms such as embedded CPUs, GPUs and FPGAs.
PRODUCTS
DeepLTK
Deep Learning Toolkit for LabVIEW
Build, train and deploy deep neural networks with LabVIEW and accelerate them on GPUs.
DeepLTK is a self-sufficient framework completely developed in LabVIEW and does not require knowledge from other DL frameworks(TensorFlow, Caffe, PyTorch).
NNotate
Image and Video Annotation Tool
Simple and intuitive software for collecting and annotating thousands of objects with minimal efforts for computer vision applications.
NNotate also provides possibilities for statistical analysis to validate the quality of the datasets.
CuLab
GPU Toolkit for LabVIEW
Accelerate LabVIEW code up to 100x on GPUs.
CuLab's extremely simple and intuitive API simplifies the process of creating applications or converting existing LabVIEW code to be accelerated on GPUs.
DeepLTK FPGA Add-On
DNN Accelerator for FPGAs
An extension to DeepLTK, which allows to deploy and accelerate deep learning computations on FPGA-based targets and reduce inference execution time up to 10x, while consuming less power compared to CPUs.
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TECHNOLOGY
SIMPLE:
Our solutions provide simple and intuitive APIs for prototyping, validation and deployment of Machine Learning systems. Reference examples and extensive documentation are provided to further facilitate the adoption of the technology.
COMPLETE:
Our solutions cover the complete cycle data collection and annotation, training and optimization, as well as deployment on different hardware platforms (CPUs, GPUs and FPGAs).
FAST:
Employing the power of GPUs and FPGAs Ngene solutions provide the possibility to squeeze maximum performance and efficiency from existing technological platforms depending on the use cases and specific requirements.
INDEPENDENT:
Our solutions are completely developed within National Instrument's LabVIEW environment and do not depend on other 3-rd party libraries which facilitates the integration and deployment process.
APPLICATIONS
IMAGE
CLASSIFICATION
OBJECT
DETECTION
VOICE
RECOGNITION
TIME SERIES
PREDICTION
OUR CLIENTS
