Testing OpenCV TrackerMIL 'Tracking error' on high resolution

.vscode/tasks.json

@@ -30,7 +30,7 @@
                 "background": {
                   "activeOnStart": true,
                   "beginsPattern": "webpack-dev-server",
-                  "endsPattern": "Compiled"
+                  "endsPattern": "compiled"
                 }
             }
         }

tests/cypress/e2e/issues_prs2/issue_8894_OpenCV_TrackerMIL_tracking_error_with_big_resolution.js

@@ -0,0 +1,75 @@
+// Copyright (C) 2024 CVAT.ai Corporation
+//
+// SPDX-License-Identifier: MIT
+
+/// <reference types="cypress" />
+
+import { taskName } from '../../support/const';
+
+context.skip('OpenCV - TrackerMIL - Tracking error with big resolution', () => {
+    const issueId = '8894';
+    const labelName = `${issueId}`;
+    const attrName = `Attr for ${labelName}`;
+    const imageFileName = `image_${labelName.replace(' ', '_').toLowerCase()}`;
+    const width = 5000;
+    const height = 5000;
+    const posX = 10;
+    const posY = 10;
+    const color = 'gray';
+    const imagesFolder = `cypress/fixtures/${imageFileName}`;
+    const archiveName = `${imageFileName}.zip`;
+    const archivePath = `cypress/fixtures/${archiveName}`;
+    const directoryToArchive = imagesFolder;
+    const extension = 'jpg';
+    const textDefaultValue = 'Some default value for type Text';
+    const spacing = 5;
+    const imagesCount = 3;
+
+    const createOpencvTrackerShape = {
+        labelName,
+        tracker: 'TrackerMIL',
+        pointsMap: [
+            { x: 430, y: 40 },
+            { x: 640, y: 145 },
+        ],
+    };
+
+    function loadOpenCV() {
+        cy.interactOpenCVControlButton();
+        cy.get('.cvat-opencv-control-popover').within(() => {
+            cy.contains('OpenCV is loading').should('not.exist');
+        });
+        cy.get('body').click();
+    }
+
+    before(() => {
+        for (let i = 0; i < imagesCount; i++) {
+            cy.imageGenerator(imagesFolder, imageFileName + i, width, height, color, posX + i * spacing,
+                posY + i * spacing, labelName, 1, extension);
+        }
+        cy.createZipArchive(directoryToArchive, archivePath);
+        cy.createAnnotationTask(taskName, labelName, attrName, textDefaultValue, archiveName);
+
+        cy.openTaskJob(taskName);
+    });
+    describe(`Testing issue ${issueId}`, () => {
+        // TODO: activate it after the fix
+        it.skip('Create a shape with "TrackerMIL" on a big picture. Look out for a tracking error', () => {
+            const shapeNumber = 1;
+            loadOpenCV();
+            // We will start testing tracking from 2nd frame because it's a bit unstable on inintialization
+            cy.goToNextFrame(1);
+            cy.createOpenCVTrack(createOpencvTrackerShape);
+            cy.get('.cvat-tracking-notice').should('not.exist');
+            cy.get(`#cvat_canvas_shape_${shapeNumber}`)
+                .then(() => {
+                    cy.get('.cvat-tracking-notice').should('not.exist');
+                    cy.get(`#cvat-objects-sidebar-state-item-${shapeNumber}`)
+                        .should('contain', 'RECTANGLE TRACK');
+                    // We don't actually check tracking functionality, we just doing load testing
+                });
+            cy.goToNextFrame(2);
+            cy.get('.ant-notification-notice-message').contains('Tracking error').should('not.exist');
+        });
+    });
+});

yarn.lock

@@ -3706,9 +3706,9 @@ camera-controls@^1.25.3:
   integrity sha512-EfzbovxLssyWpJVG9uKcazSDDIEcd1hUsPhPF/OWWnICsKY9WbLY/2S4UPW73HHbvnVeR/Z9wsWaQKtANy/2Yg==
 
 caniuse-lite@^1.0.30001587, caniuse-lite@^1.0.30001599:
-  version "1.0.30001617"
-  resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001617.tgz#809bc25f3f5027ceb33142a7d6c40759d7a901eb"
-  integrity sha512-mLyjzNI9I+Pix8zwcrpxEbGlfqOkF9kM3ptzmKNw5tizSyYwMe+nGLTqMK9cO+0E+Bh6TsBxNAaHWEM8xwSsmA==
+  version "1.0.30001690"
+  resolved "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001690.tgz"
+  integrity sha512-5ExiE3qQN6oF8Clf8ifIDcMRCRE/dMGcETG/XGMD8/XiXm6HXQgQTh1yZYLXXpSOsEUlJm1Xr7kGULZTuGtP/w==
 
 canvas@^2.8.0:
   version "2.11.2"