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Classification: Machine vision applications that benefit from classification and deep learning
Examines the differences between classic machine vision and classification, with special emphasis on which applications are best suited to either. There is also a brief explanation of the purposes of image classification and coarse segmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Examines the differences between classic machine vision and classification, with special emphasis on which applications are best suited to either. There is also a brief explanation of the purposes of image classification and coarse segmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Classification: Overview of training an image classifier in MIL CoPilot
Demonstrates the basic steps in MIL CoPilot to build and label datasets, train and test an image classifier, and predict the class of an image using an image classifier.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Demonstrates the basic steps in MIL CoPilot to build and label datasets, train and test an image classifier, and predict the class of an image using an image classifier.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Classification: Setting up image classifier training
Explains the steps necessary to start image classifier training, including how to choose the predefined classifier context, and how to choose values for the hyperparameters.
This video was made for Design Assistant X and beyond and MIL X and beyond.
Explains the steps necessary to start image classifier training, including how to choose the predefined classifier context, and how to choose values for the hyperparameters.
This video was made for Design Assistant X and beyond and MIL X and beyond.
Classification: Preparing datasets for an image classifier
Explains the purpose and best practices for building the datasets you need to train and test an image classifier, including a brief explanation about the role of augmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Explains the purpose and best practices for building the datasets you need to train and test an image classifier, including a brief explanation about the role of augmentation.
This video was made for MIL X and beyond and Design Assistant X and beyond.
Matrox FDK - HLS Design Flow Part 1
Explains how to validate HLS C code by simulating FPGA hardware in Visual Studio using HLS example PUs, as well as compiling HLS C code for hardware using Vivado HLS once the code is validated. Finally, packaging code for use with Vivado IP integrator is shown.
Explains how to validate HLS C code by simulating FPGA hardware in Visual Studio using HLS example PUs, as well as compiling HLS C code for hardware using Vivado HLS once the code is validated. Finally, packaging code for use with Vivado IP integrator is shown.
Matrox FDK - HLS Design Flow Part 2
Demonstrates the creation of a Vivado IP Integrator project, including integration of example PUs in an IP repository, the use of the block design interface and the generation of new FPGA firmware. The Rapixo board is then updated with the new firmware and example PUs are tested in hardware.
Demonstrates the creation of a Vivado IP Integrator project, including integration of example PUs in an IP repository, the use of the block design interface and the generation of new FPGA firmware. The Rapixo board is then updated with the new firmware and example PUs are tested in hardware.
Matrox FDK - Creating a new project using Vivado IP Integrator
Explains how to create a new Vivado IP Integrator project, including the basics of block design, the address editor, Vivado Synthesis, Implementation and the generation of a firmware bitstream. Along the way, FDK building blocks, customization features and updating the Rapixo’s firmware are described.
Explains how to create a new Vivado IP Integrator project, including the basics of block design, the address editor, Vivado Synthesis, Implementation and the generation of a firmware bitstream. Along the way, FDK building blocks, customization features and updating the Rapixo’s firmware are described.