tgoop.com/MATLAB_HOUSE/98
Last Update:
❇️Major Updates:
- Computer Vision Toolbox: Deploy YOLOX object detection; conduct team-based labeling; perform real-time visual SLAM.
- Deep Learning Toolbox: Support architectures such as transformers; import and co-simulate PyTorch and TensorFlow models.
- GPU Coder: Generate generic CUDA for deep learning; use single memory manager and profile code for MEX code generation.
- Instrument Control Toolbox: Use the Instrument Explorer app to manage devices with IVI and VXIplug&play drivers without writing code.
- Satellite Communications Toolbox: Model multiplatform scenarios and perform visibility and communications link analyses on them.
- UAV Toolbox: Design and deploy flight controller for a vertical take-off and landing (VTOL) UAV with PX4 hardware-in-the-loop simulation; interface with PX4 Cube Orange Plus and Pixhawk 6c autopilots.
❇️Transitions:
- Simulink 3D Animation: Simulate and visualize dynamic systems in Unreal Engine 5.1 with new prebuilt scenes, actors, and sensors.
- SoC Blockset: Prototype and test on SDR and vision hardware with SoC Blockset Support Package for Xilinx Devices.
❇️MATLAB and Simulink Updates:
- Editor Spell Checker: Check spelling in text and comments in MATLAB code files.
- Simulink Editor: Preserve signal line shape when moving and resizing blocks.
❇️MATLAB:
- Local Functions: Define functions anywhere in scripts and live scripts.
- Python Interface: Convert between MATLAB tables and Python Pandas DataFrames.
- Python Interface: Interactively run Python code with Run Python Live Editor task.
- REST Function Service: Call MATLAB functions from any local or remote client program using REST.
- Secrets in MATLAB Vault: Remove sensitive information from code.
- ode Object: Solve ODEs and perform sensitivity analysis using SUNDIALS solvers.
❇️Simulink:
- Simulink Solver: Use local solvers for components with faster dynamics.
- Simulation Object: Control the execution and tune parameter values of scripted simulations.
- MATLAB Apps: Create a custom app that interfaces with a Simulink model using MATLAB App Designer.
❇️Support Packages
- 6G Exploration Library for 5G Toolbox
- Audio Toolbox Interface for SpeechBrain Library
- Computer Vision Toolbox Model for Pose Mask R-CNN 6-DOF Object Pose Estimation
- Databricks ODBC Driver
- Embedded Coder Support Package for Infineon AURIX TC3x Processors
- Lidar Toolbox Model for RandLA-Net Semantic Segmentation
- Lidar Toolbox Support Package for Hokuyo Lidar Sensors
- MariaDB ODBC Driver
- PostgreSQL ODBC Driver
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