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Deep Learning and GPU

What is Deep Learning?

Neural Networks are computing systems inspired by the biological neural networks that constitute the human brain. Convolutional Neural Networks (CNN) are a class of deep, feed-forward artificial neural networks, most commonly applied to analysing images. Deep Learning uses large CNNs to solve complex problems difficult or impossible to solve with so-called conventional computer vision algorithms.

Deep Learning algorithms may be easier to use as they typically learn by example. They do not require the user to figure out how to classify or inspect parts. Instead, in an initial training phase, they learn just by being shown many images of the parts to be inspected. After successful training, they can be used to classify parts, or detect and segment defects.

Anomaly Detection

Supervised

Training of good and defect parts are required.

Most Robust Results

Anomaly Detection

Unsupervised

Only need to train images of good parts

Fast implementation

Deep Learning application example

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Anomaly Detection

Deep Learning generally requires significant amounts of processing power, especially during the learning phase. And this an example when the text is longer – any ideas how to overcome the header alignment

Anomaly Detection

Deep Learning generally requires significant amounts of processing power, especially during the learning phase. Deep Learning Bundle supports standard CPUs

  • Stereo Imaging
  • Laser Triangulation
  • Time of Flight
  • Structured Light

3D Camera Technology

Stereo Imaging

Time of Flight

Laser Triangulation

Structured Light

What is a GPU?

Deep Learning generally requires significant amounts of processing power, especially during the learning phase. Deep Learning Bundle supports standard CPUs and automatically detects Nvidia CUDA-compatible GPUs in the PC. Using a single GPU typically accelerates the learning and the processing phases by a factor of 100.

Featured Products for Deep Learning applications
Image Process Software with Deep Learning Tools

Learn more about Deep Learning Software that enables Anomaly Detection and much more…

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Deep Learning generally requires significant amounts of processing power, especially during the learning phase.

Contact

Registered Address

Enterprise House, 1 Ridgeway Office Park, Bedford Road, Petersfield, Hampshire GU32 3QF UK

Registered Name

  • MultiPix Imaging Components Ltd
  • Co No. 8252151
  • VAT No. GB154141636

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