Google Collab Pipeline

Fixed(it broke at some point) and improved Google Collab pipeline - it is now tested on 70GB archive of images and worked without any issues. The only real problem is how much time it takes to upload the data, for some reason basic upload via browser takes ages. What has greatly helped is uploading files to Google Drive and copying them via one of Notepad steps.

Also grouped all training-related steps into one section, so you can run them all

Notebook (you'll get that same link along with ZIP in the program)

Bugfixes/Improvements

Ultralytics Yolo no longer requires update. Yet to be checked, but I've added required variables accordingly to their docs
Fixed a problem with labels not being automatically pulled in
Fixed a bug which lead to UI not always being refreshed properly during Predictions stage
Fixed a bug with Run-once mechanism - it partially worked, you had to start-stop to give the program another run

Assets 3

17 Oct 09:29

iXab3r

0.1.63

f04fd9f

0.1.63

Updated ONNX to 1.19.0
Added Yolo model name to final model name
Performance optimizations targeted at working with large datasets (20-30k+ images)

Assets 3

18 Aug 08:18

iXab3r

0.1.58

039c187

0.1.58

Added Yolo10 support
Added TrainVal percentage split
Few minor bugfixes

Assets 3

17 Aug 15:32

iXab3r

0.1.55

128f49f

0.1.55

Augmentations

Augmentation performs transforms on your existing images to create new variations and increase the number of images in your dataset. This ultimately makes models more accurate across a broader range of use cases.

Assets 3

16 Aug 22:58

iXab3r

0.1.54

9e61ef0

0.1.54

Enhancements to the Stage with YOLO Annotation

Now you can annotate not the entire remaining dataset, but only a part of it (%).
A new annotation mode has been added (now the default) – annotate only those files that have not yet been manually annotated.

Enhancements to Automatic Annotation

You can now specify a confidence threshold for each label individually.
You can set label priorities by dragging them in the list.

Enhancements to "Add Video"

You can now configure exactly which part of the video to extract.
You can specify the number of frames to extract.

Русская версия

Доработки этапа с разметкой через Yolo

теперь можно размечать не весь оставшийся датасет, а только его часть (%)
добавлен новый режим разметки(теперь по умолчанию) - размечать только те файлы, которые еще не были аннотированы вручную