![]() ![]() UAV Toolbox is another new product that provides tools and reference applications for designing, simulating, testing, and deploying unmanned aerial vehicle and drone applications. Lidar Toolbox is a new product that provides algorithms, functions, and apps for designing, analyzing, and testing lidar processing systems. Two new products and a major update for autonomous systems are included in R2020b. The Deep Network Designer app can now train networks for image classification, semantic segmentation, multiple-input, out-of-memory, image-to-image regression, and other workflows. Updates to the Experiment Manager app support training of multiple deep learning networks in parallel and tuning of hyperparameters using Bayesian optimization. Starting in R2020b, Deep Learning Toolbox supports Simulink with Image Classification and Network Prediction blocks to help simulate and generate code for deep learning models. By using Deep Learning HDL Toolbox, engineers can customize the hardware implementation of their deep learning network and generate portable, synthesizable Verilog and VHDL code for deployment on any FPGA with HDL Coder and Simulink. Profiling and estimation tools help to customize a deep learning network by exploring design, performance, and resource utilization tradeoffs. It provides prebuilt bitstreams for running a variety of deep learning networks on supported Xilinx and Intel FPGA and SoC devices. The new Deep Learning HDL Toolbox provides algorithm developers and hardware designers with functions and tools to prototype and implement deep learning networks on FPGAs and SoCs. ![]() Also, in addition to Simulink Online to view, edit, and simulate Simulink models through web browsers, R2020b adds the ability to generate code up to 2X faster for referenced model hierarchies in Simulink and includes new automerge functionality that helps automate continuous integration workflows. More details are available in the Release 2020b video.Īmong the hundreds of new and updated features, MATLAB adds new bubble and swarm charts, the ability to diff and merge App Designer apps with the MATLAB Comparison Tool, and customizable figure icons and components to MATLAB apps. R2020b also introduces new products that build on artificial intelligence (AI) capabilities, speed up autonomous systems development, and accelerate creation of 3D scenes for automated driving simulation. New capabilities in MATLAB simplify working with graphics and apps, and Simulink updates focus on expanded access and speed, including the launch of Simulink Online for access through web browsers. MathWorks introduced Release 2020b of the MATLAB and Simulink product families. ![]()
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