Added Siammask tracker as DL serverless function (https://github.com/opencv/cvat/pull/1988) [Datumaro] Added model info and source info commands (https://github.com/opencv/cvat/pull/1973) [Datumaro] Dataset statistics (https://github.com/opencv/cvat/pull/1668) Ability to change label color in tasks and predefined labels (https://github.com/opencv/cvat/pull/2014) [Datumaro] Multi-dataset merge (https://github.com/opencv/cvat/pull/1695) Ability to configure email verification for new users (https://github.com/opencv/cvat/pull/1929) Link to django admin page from UI (https://github.com/opencv/cvat/pull/2068) Notification message when users use wrong browser (https://github.com/opencv/cvat/pull/2070) DL models as serverless functions (https://github.com/opencv/cvat/pull/1767) Source type support for tags, shapes and tracks (https://github.com/opencv/cvat/pull/1192) Source type support for CVAT Dumper/Loader (https://github.com/opencv/cvat/pull/1192) Intelligent polygon editing (https://github.com/opencv/cvat/pull/1921) Support creating multiple jobs for each task through python cli (https://github.com/opencv/cvat/pull/1950) python cli over https (https://github.com/opencv/cvat/pull/1942) Error message when plugins weren't able to initialize instead of infinite loading (https://github.com/opencv/cvat/pull/1966) Ability to change user password (https://github.com/opencv/cvat/pull/1954) Throttling policy for unauthenticated users (https://github.com/opencv/cvat/pull/1531) Added default label color table for mask export (https://github.com/opencv/cvat/pull/1549) Added environment variables for Redis and Postgres hosts for Kubernetes deployment support (https://github.com/opencv/cvat/pull/1641) Added visual identification for unavailable formats (https://github.com/opencv/cvat/pull/1567) Shortcut to change color of an activated shape in new UI (Enter) (https://github.com/opencv/cvat/pull/1683) Shortcut to switch split mode (https://github.com/opencv/cvat/pull/1683) Built-in search for labels when create an object or change a label (https://github.com/opencv/cvat/pull/1683) Better validation of labels and attributes in raw viewer (https://github.com/opencv/cvat/pull/1727) ClamAV antivirus integration (https://github.com/opencv/cvat/pull/1712) Added canvas background color selector (https://github.com/opencv/cvat/pull/1705) SCSS files linting with Stylelint tool (https://github.com/opencv/cvat/pull/1766) Supported import and export or single boxes in MOT format (https://github.com/opencv/cvat/pull/1764) [Datumaro] Added stats command, which shows some dataset statistics like image mean and std (https://github.com/opencv/cvat/pull/1734) Add option to upload annotations upon task creation on CLI Polygon and polylines interpolation (https://github.com/opencv/cvat/pull/1571) Ability to redraw shape from scratch (Shift + N) for an activated shape (https://github.com/opencv/cvat/pull/1571) Highlights for the first point of a polygon/polyline and direction (https://github.com/opencv/cvat/pull/1571) Ability to change orientation for poylgons/polylines in context menu (https://github.com/opencv/cvat/pull/1571) Ability to set the first point for polygons in points context menu (https://github.com/opencv/cvat/pull/1571) Added new tag annotation workspace (https://github.com/opencv/cvat/pull/1570) Appearance block in attribute annotation mode (https://github.com/opencv/cvat/pull/1820) Keyframe navigations and some switchers in attribute annotation mode (https://github.com/opencv/cvat/pull/1820) [Datumaro] Added convert command to convert datasets directly (https://github.com/opencv/cvat/pull/1837) [Datumaro] Added an option to specify image extension when exporting datasets (https://github.com/opencv/cvat/pull/1799) [Datumaro] Added image copying when exporting datasets, if possible (https://github.com/opencv/cvat/pull/1799) Changed Shape coordinates are rounded to 2 digits in dumped annotations (https://github.com/opencv/cvat/pull/1970) COCO format does not produce polygon points for bbox annotations (https://github.com/opencv/cvat/pull/1953) Smaller object details (https://github.com/opencv/cvat/pull/1877) COCO format does not convert bboxes to polygons on export (https://github.com/opencv/cvat/pull/1953) It is impossible to submit a DL model in OpenVINO format using UI. Now you can deploy new models on the server using serverless functions (https://github.com/opencv/cvat/pull/1767) Files and folders under share path are now alphabetically sorted Removed information about e-mail from the basic user information (https://github.com/opencv/cvat/pull/1627) Update https install manual. Makes it easier and more robust. Includes automatic renewing of lets encrypt certificates. Settings page move to the modal. (https://github.com/opencv/cvat/pull/1705) Implemented import and export of annotations with relative image paths (https://github.com/opencv/cvat/pull/1463) Using only single click to start editing or remove a point (https://github.com/opencv/cvat/pull/1571) Added support for attributes in VOC XML format (https://github.com/opencv/cvat/pull/1792) Added annotation attributes in COCO format (https://github.com/opencv/cvat/pull/1782) Colorized object items in the side panel (https://github.com/opencv/cvat/pull/1753) [Datumaro] Annotation-less files are not generated anymore in COCO format, unless tasks explicitly requested (https://github.com/opencv/cvat/pull/1799) Removed Removed OpenVINO and CUDA components because they are not necessary anymore (https://github.com/opencv/cvat/pull/1767) Removed the old UI code (https://github.com/opencv/cvat/pull/1964) Fixed Issue loading openvino models for semi-automatic and automatic annotation (https://github.com/opencv/cvat/pull/1996) Basic functions of CVAT works without activated nuclio dashboard Fixed a case in which exported masks could have wrong color order (https://github.com/opencv/cvat/issues/2032) Fixed error with creating task with labels with the same name (https://github.com/opencv/cvat/pull/2031) Django RQ dashboard view (https://github.com/opencv/cvat/pull/2069) Some objects aren't shown on canvas sometimes. For example after propagation on of objects is invisible (https://github.com/opencv/cvat/pull/1834) CVAT doesn't offer to restore state after an error (https://github.com/opencv/cvat/pull/1874) Cannot read property 'shapeType' of undefined because of zOrder related issues (https://github.com/opencv/cvat/pull/1874) Cannot read property 'pinned' of undefined because of zOrder related issues (https://github.com/opencv/cvat/pull/1874) Do not iterate over hidden objects in aam (which are invisible because of zOrder) (https://github.com/opencv/cvat/pull/1874) Cursor position is reset after changing a text field (https://github.com/opencv/cvat/pull/1874) Hidden points and cuboids can be selected to be groupped (https://github.com/opencv/cvat/pull/1874) outside annotations should not be in exported images (https://github.com/opencv/cvat/issues/1620) CVAT for video format import error with interpolation (https://github.com/opencv/cvat/issues/1893) Image compression definition mismatch (https://github.com/opencv/cvat/issues/1900) Points are dublicated during polygon interpolation sometimes (https://github.com/opencv/cvat/pull/1892) When redraw a shape with activated autobordering, previous points are visible (https://github.com/opencv/cvat/pull/1892) No mapping between side object element and context menu in some attributes (https://github.com/opencv/cvat/pull/1923) Interpolated shapes exported as keyframe = True (https://github.com/opencv/cvat/pull/1937) Stylelint filetype scans (https://github.com/opencv/cvat/pull/1952) Fixed toolip closing issue (https://github.com/opencv/cvat/pull/1955) Clearing frame cache when close a task (https://github.com/opencv/cvat/pull/1966) Increase rate of throttling policy for unauthenticated users (https://github.com/opencv/cvat/pull/1969) Problem with exported frame stepped image task (https://github.com/opencv/cvat/issues/1613) Fixed dataset filter item representation for imageless dataset items (https://github.com/opencv/cvat/pull/1593) Fixed interpreter crash when trying to import tensorflow with no AVX instructions available (https://github.com/opencv/cvat/pull/1567) Kibana wrong working time calculation with new annotation UI use (https://github.com/opencv/cvat/pull/1654) Wrong rexex for account name validation (https://github.com/opencv/cvat/pull/1667) Wrong description on register view for the username field (https://github.com/opencv/cvat/pull/1667) Wrong resolution for resizing a shape (https://github.com/opencv/cvat/pull/1667) React warning because of not unique keys in labels viewer (https://github.com/opencv/cvat/pull/1727) Fixed issue tracker (https://github.com/opencv/cvat/pull/1705) Fixed canvas fit after sidebar open/close event (https://github.com/opencv/cvat/pull/1705) A couple of exceptions in AAM related with early object activation (https://github.com/opencv/cvat/pull/1755) Propagation from the latest frame (https://github.com/opencv/cvat/pull/1800) Number attribute value validation (didn't work well with floats) (https://github.com/opencv/cvat/pull/1800) Logout doesn't work (https://github.com/opencv/cvat/pull/1812) Annotations aren't updated after reopening a task (https://github.com/opencv/cvat/pull/1753) Labels aren't updated after reopening a task (https://github.com/opencv/cvat/pull/1753) Canvas isn't fitted after collapsing side panel in attribute annotation mode (https://github.com/opencv/cvat/pull/1753) Error when interpolating polygons (https://github.com/opencv/cvat/pull/1878) Security SQL injection in Django CVE-2020-9402 (https://github.com/opencv/cvat/pull/1657)

Maxim Zhiltsov

Publications