Recent Changes

Differences

This shows you the differences between two versions of the page.

--- recordings:tutorials:videos:image_labeling [2024/02/07 05:56]
arnaud created
+++ recordings:tutorials:videos:image_labeling [2024/04/10 08:37] (current)
arnaud
@@ Line 1: / Line 1: @@
-====== Image labeling for AI training ======
+====== AI-Labeling: Annotate images for AI training ======
@@ Line 6: / Line 6: @@
 ==== Step by step ====
-  - Create a trajectory file that will be used as a canvas to easily navigate through the scene and label all elements of interest
+  - Import Orbit run and make sure images are ready for annotations
-      * Drag & drop your mapping run {{ :recordings:tutorials:videos:image_labeling_001.mp4?nolink&850x478 |}}
+      * Make sure original jpg are available and drag & drop your mapping run {{ :recordings:tutorials:videos:image_labeling_001.mp4?nolink&850x478 |}}
-      * Create a vector resource for trajectory to constraint navigation {{ :recordings:tutorials:videos:image_002.mp4?nolink&850x478 |}}
+      * [Optional] In case only optimized OMI are available, convert to JPG {{ :recordings:tutorials:videos:image_labeling_002.mp4?nolink&850x478 |}}
-      * Copy trajectory file in installation folder {{ :recordings:tutorials:videos:image_labeling_003.mp4?nolink&850x478 |}}
+  - Annotate images one class after each other
-      * Define trajectory as linear reference and lock it {{ :recordings:tutorials:videos:image_labeling_004.mp4?nolink&850x478 |}}
+      * Extract > Image annotation editor. Label each instance of interest in the images to be used for training  {{ :recordings:tutorials:videos:image_labeling_003.mp4?nolink&850x478 |}}
-  - Create an asset class that will be labeled (e.g: pylons)
-      * Create asset ressource {{ :recordings:tutorials:videos:image_labeling_005.mp4?nolink&850x478 |}}
-      * Pinpoint asset objects in mapping run {{ :recordings:tutorials:videos:image_labeling_006.mp4?nolink&850x478 |}}
-  - Select pointcloud to attribute to an asset object
-      * Select associated pointcloud and add pointcloud selection to asset objects {{ :recordings:tutorials:videos:image_labeling_007.mp4?nolink&850x478 |}}
-      * Measure next asset object until the entire dataset is reviewed {{ :recordings:tutorials:videos:image_labeling_008.mp4?nolink&850x478 |}}
-  - Generate consolidated classified pointcloud + assets to serve AI-detector training
-      * Generate data and merge from asset resource and merge pointcloud selections {{ :recordings:tutorials:videos:image_labeling_009.mp4?nolink&850x478 |}}

Last modified:: 2024/02/07 05:56