Drop invalid polygons from Validate analysis

Fixed

• Invalid polygons are dropped from PolygonMetric iou matching

MP4 Video Upload

Added support for MP4 video upload

Use Shapely for faster evaluations and fix parameter passing

Fixed

• Polygon and bounding box matching uses Shapely again providing faster evaluations
• Evaluation function passing fixed for Polygon and Boundingbox configurationsk

Check payload size

Adds a check on payload size to ensure it doesn't exceed the maximum.

Add KeypointsAnnotation and KeypointsPrediction support

Add support for keypoints annotations. Keypoints are defined as a collection of points, bundled with a skeleton that describes how they would physically connect when displayed on an image. This geometry is defined as:

• keypoints: a list of {x, y, visible} objects that indicate an individual vertex
• names: a list of names that correspond to the keypoints in this label
• skeleton: a list of line segments that indicate the connections between the keypoints

Validate 3D metrics and parameter passing

0.9.0 - 2022-04-07

Added

• Validate metrics support metadata and field filtering on input annotation and predictions
• 3D/Cuboid metrics: Recall, Precision, 3D IOU and birds eye 2D IOU```
• Shapely can be used for metric development if the optional scale-nucleus[shapely] is installed
• Full support for passing parameters to evaluation configurations

v0.8.4

Changing `camera_params` of dataset items can now be done through the…

Validate Set Baseline Model Functionality

Validate feature: setting baseline models (#266)

add new set model as baseline functions to client, remove add_criteria in favor of add_eval_function, bump version number and changelog

Fixes to Sensor Fusion CameraParams class

Includes small bug fixes improvements related to 3D sensor fusion scene upload

Generators for item export

Added

• slice.items_generator() and dataset.items_generator() to allow for export of dataset items at any scale.