This mostly serves as an example |
Implements theĀ Free Space Estimation algorithm.
| Topic | Message Type | Description | QoS |
|---|---|---|---|
| ~/left/image_rect_color | sensor_msgs/Image | Left camera color rectified image | BEST_EFFORT |
| TBD | TBD | TBD | TBD |
| Parameter | Type | Description | QoS |
|---|---|---|---|
| min_confidence (example) | float | Minimum confidence for obstacle detection | BEST_EFFORT |
| TBD | TBD | TBD | TBD |
| Topic | Message Type | Description | QoS |
|---|---|---|---|
| /perception/free_space | perception/FreeSpaceEstimate | TBD | TBD |
These are just very early proposals |
# Standard header with timestamp and frame information std_msgs/Header header # Primary occupancy grid with cell-wise confidence values nav_msgs/OccupancyGrid occupancy_grid float32[] cell_confidence # Maps 1:1 with occupancy_grid cells # Detected objects with uncertainty information ObjectDescriptor[] objects # Stixel representation of vertical structures geometry_msgs/Point32[] stixel_bases # Base points of stixels in map frame float32[] stixel_heights # Height of each stixel in meters float32[] stixel_confidence # Confidence value [0,1] for each stixel # Water surface analysis float32[] water_confidence # Water detection confidence per grid cell # Meta information float32 max_reliable_range # Maximum reliable detection range (meters) float32 min_confidence_threshold # Minimum confidence threshold used uint32 processing_time_ms # Processing time for this frame |
# Classification with probabilities string[] possible_categories # e.g., ['boat', 'kayak', 'sailing_yacht']. Note that this is for ease of use and we shouldn't be sending an array of strings in every message. float32[] category_probabilities # Probability [0,1] for each category # Motion state flags uint8 MOTION_STATE_STATIC = 0 uint8 MOTION_STATE_DYNAMIC = 1 uint8 MOTION_STATE_UNKNOWN = 2 uint8 motion_state # Spatial information with uncertainty geometry_msgs/PoseWithCovariance pose # 6D pose with uncertainty geometry_msgs/Vector3 dimensions # Size in meters (length, width, height) float32[9] dimension_covariance # 3x3 covariance matrix for dimensions # Motion information geometry_msgs/TwistWithCovariance velocity # Linear and angular velocity with uncertainty # Status flags uint8 STATUS_KNOWN = 0 uint8 STATUS_UNKNOWN = 255 uint8 position_status uint8 velocity_status uint8 classification_status |