SDK

• Improved ZED X capture for stability and performances when using multiple cameras.
• Fixed Area memory support (.area files) for Positional Tracking mode GEN_2
• Fixed memory leak in Positional Tracking mode GEN_2
• Added covariance output for Positional Tracking mode GEN_2, this was previously missing.
• Improve stability and reduced erratic IMU induced behavior of Positional Tracking mode GEN_2

Fusion

• Improved position smoothness returned by sl::Fusion when using Positional Tracking mode GEN_2
• Improved GNSS fusion; fixed some bugs in re-calibration mode. GNSS_DATA_COVARIANCE_MUST_VARY is now a warning instead of a hard error.

SDK

• Fixed undefined behaviors in specific configurations, mainly related to positional tracking, fusion, and object tracking modules.
• Added gray output for ZED X One in the `sl::CameraOne` API.
• Fixed an issue with ZED X One opening using the GMSL Camera ID.
• Fixed the ZED X One local streaming timestamp; previously, the timestamp was missing and set to 0.
• Fixed an object tracking issue when the camera was tilted, where the 3D box information could output NaN values or incorrect dimensions.

Tools

• Added a new shared memory mode in ZED Media Server when using local streaming. This allows for a more efficient virtual stereo camera pipeline and enables support for Orin Nano. The mode is enabled seamlessly when the 127.0.0.1 IP is detected and significantly reduces latency.
• Improved the ZED Media Server tool UI and performance. The rework also resolves multiple potential crashes.
• Fixed depth artifacts in Depth Viewer when reading and rewinding an SVO file.
• Added Positional Tracking GEN2 to the ZEDFu tool.
• Added a local streaming input option in the ZEDFu tool, allowing the use of the ZED X One virtual stereo rig.
• Fixed image flickering in Depth Viewer that could occur on Jetson devices when using a limited power mode.
• Added more parameters to the ZED360 tool to select depth mode, body model, and more.

Wrappers

• Isaac Sim
  • Fixed compatibility issues with the Isaac Sim ZED extension. The ZED SDK is now compatible with Isaac Sim 4.0, 4.1, and 4.2.
• Python
  • Added Health Status to the Python API.
  • Fixed an encoding issue in `get_python_api` for non-English characters, thanks to GitHub user @ssaru (issue zed-sdk#665).
  • Fixed Python samples for Auto Region of Interest and Global Localization.
  • Fixed the `pose_covariance` getter in the GeoPose Python API.
• GStreamer
  • Added support for ZED X One cameras in GStreamer.

SDK

• Fixed a memory leak that occurred when closing GMSL cameras.
• Corrected the serialization of `initParameters` in JSON, addressing a previous misinterpretation of the `InputType`.
• Adjusted Neural depth confidence to prevent significant degradation of point cloud density in specific use cases with very low confidence thresholds. Confidence levels now align with those from version 4.1.X, with an improvement for very low values that previously removed too many reliable floor points in the far range.
• Resolved an issue where ZED X One timestamps were set incorrectly, causing issues with camera startup.
• Added capability to handle QHD+ calibration.
• Fixed a random memory leak when using positional tracking GEN2.
• Fixed a race condition in the streaming input causing a random crash. This fixes the crash in the receiver of ZED Media Server and enables positional tracking GEN2 with streaming input.
• Fixed an undefined behavior when reading some ZED X serial numbers leading to undetected cameras.
• Updated the GNSS Fusion algorithm to smooth local jumps from GNSS data and propagate these to several frames.

Tools

• Enhanced ZED Explorer’s handling of the ZED X One: it no longer reports invalid calibration and now supports enabling HDR on ZED X One 4K.
• Enabled ZED Media Server to stream ZED X One 4K in 3600x1800 HDR mode (QHD+).
• Fixed issues in ZED Sensor Viewer when opening certain non-standard ZED X One configurations.
• Fixed ZED X One calibration data on ZED Explorer.
• Fixed misleading CUDA version issue reported by ZED Diagnostic.

Compatibility

• Added support for Ubuntu 24.04 LTS.
• Added support for Jetpack 6.1.
• Updated compatibility with TensorRT 10 in the YOLO samples.

Wrappers

• ROS 2
  • Introduced custom object detection from ONNX files in the ROS 2 Wrapper
  • Introduced support for ZED X One camera in the ZED ROS 2 Wrapper as a new ROS 2 Component
  • Full changelog here
  • The zedxone-ros2 repository is now obsolete and will no longer be maintained.

SDK

• Added verbosity in case of self-calibration issue (a specific error code will be added in the future minor update).
• Removed some GNSS-related verbose.

Bug fixes

• Fixed Positional tracking initial position scale for tracking GEN_2.
• Fixed SVO recording regression leading to oversized files and high CPU usage.

SDK

• Allow the ZED SDK to stream or record SVO2 files at a different framerate than the one of the depth computation. It can be enabled with the InitParameters::async_image_retrieval parameter.
• Improved initial gravity estimation.
• Improved the speed of the NEURAL depth mode, especially when running on several cameras at the same time.
• Add ZED One compatibility with ZED SDK. ZED One can now be created with sl::CameraOne objects and the API is the same than with other ZED cameras. The available modules are Capture, Recording and Streaming. Samples are available too.
• Release HDR modes for ZED X One 4k cameras for two resolutions : 1920x1200 and 3200x1800. You can enable HDR with the boolean sl::InitParametersOne::enable_hdr, or within ZED Media Server.
• Add a Health Check module: the status of the camera can now be retrieved with sl::Camera::getHealthStatus. The status will detect and report issues if the camera is down, if the image looks occulted or corrupted, depending on the parameter set in sl::InitParameters::enable_image_validity_check.
• Fix the mixing of the cameras when using multiple ZED X cameras and a unified driver (on jetpack 6.0).- Improve ZED X One stability.
• Allow to easily load and save ZED SDK parameters.
• Allow users to provide an ONNX file directly to the ZED SDK, without further coding. The ZED SDK will take care of running the inference. The Custom Object Detection option if still there for users who needs the flexibility.
• Allow users to ingest instance semantic masks instead of custom object detections with the Camera::ingestCustomMaskObjects function.
• Improved the Positional Tracking GEN2 initialization with the IMU data.
• Safer memory handling of sl::Mat.

Fusion

• The Fusion is now compatible with the Object Detection module. It can be enabled with Fusion::enableObjectDetection and objects are retrieved with Fusion::retrieveObjects. A fused_objects_group_name at sender level can be set to group the objects from different detection models.
• Improve the Fusion data synchronization quality when the sender have low or irregular framerates.
• Region of interest are now correctly applied within the Fusion module.
• Fix the retrieved position in rare case where the IMU orientation are corrupted.
• The Fusion module now returns a FusedPositionalTrackingStatus object when retrieving the position. This new object contains information the status of the different modules acting in the fusion of the positional tracking.
• Update the FUSION_ERROR_CODE to fit the ZED SDK standard: negative values are a warning, positive are an error.

Tools

• Add ZED One compatibility with ZED Explorer.
• Add ZED One compatibility with ZED Sensor Viewer.
• Fixed ZED Sensor Viewer IMU recording.
• Improved ZED Depth Viewer opening reliability.

Wrappers

• Add ZED One compatibility with Python.
• Fixed the Fusion implementation of the C# wrapper.