10000 Export/Import Annotations Ultralytics YOLOV11 Detection · Issue #9433 · cvat-ai/cvat · GitHub
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content

Export/Import Annotations Ultralytics YOLOV11 Detection #9433

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom
Open
2 tasks done
scottschmidl opened this issue May 16, 2025 · 1 comment
Open
2 tasks done

Export/Import Annotations Ultralytics YOLOV11 Detection #9433

scottschmidl opened this issue May 16, 2025 · 1 comment
Assignees
@Eldies
Labels
bug Something isn't working

Comments

@scottschmidl
Copy link

Actions before raising this issue

  • I searched the existing issues and did not find anything similar.
  • I read/searched the docs

Steps to Reproduce

I'm on a local host of CVAT started through Docker. Also there are TWO issues. I have 18k train images, 5k validation images, and 2k test images in an Azure Blob Container and I've confirmed that I'm connected to it via CVAT.

First Issue is and export/import issue:

  1. Annotate a couple train images via CVAT
  2. Save, finish, and export annotations
  3. Import same annotations (this is to test that the import works)
  4. Perform my own inference to create annotations are all images
  5. Create zip file that IS the EXACT SAME format as the previous export
  6. Import this new zip file from my own inference
  7. Error: cvat.apps.dataset_manager.bindings.CvatImportError: Failed to import item ('inspection/train/images/image_1204454', 'Train'): Can't find image info for '/home/django/data/tmp/tmp8l4xpgqi/train_batch_1_of_1/images/Train/inspection/train/images/image_1204454.jpg'

Second Issue which I'm seeing today:

  1. Annotate a couple train images via CVAT
  2. Save, finish, and export annotations
  3. When I check the zip file produced, I only have Train.txt and data.yaml, but the labels folder is no longer being exported. NOTE: yesterday when I performed this step, the labels folder WAS being exported along with Train.txt and data.yaml

Expected Behavior

First Issue:
Given that my local inference zip file is the exact same format as the CVAT exported format, I would expect my annotation to import successfully.

Second Issue:
I would a labels folder with the annotations I made via CVAT.

Possible Solution

I'm honestly not sure, but I simply don't understand why this has to be so difficult.

Context

I am a MLE at an IT company, this is preventing me from performing my job duties. I am trying to annotate images so that I can perform my object detection project for my client. I've pretrained YOLOV11 from Ultralytics and performed local inference on these new images to get starter annotations. I desire to use CVAT to perform QA on my local inference, make updates with CVAT, then again train my YOLO model.

Environment

OS: Windows 11

docker version:
Client:
 Version:           28.0.1
 API version:       1.48
 Go version:        go1.23.6
 Git commit:        068a01e
 Built:             Wed Feb 26 10:41:52 2025
 OS/Arch:           windows/amd64
 Context:           desktop-linux

Server: Docker Desktop 4.39.0 (184744)
 Engine:
  Version:          28.0.1
  API version:      1.48 (minimum version 1.24)
  Go version:       go1.23.6
  Git commit:       bbd0a17
  Built:            Wed Feb 26 10:41:16 2025
  OS/Arch:          linux/amd64
  Experimental:     false
 containerd:
  Version:          1.7.25
  GitCommit:        bcc810d6b9066471b0b6fa75f557a15a1cbf31bb
 runc:
  Version:          1.2.4
  GitCommit:        v1.2.4-0-g6c52b3f
 docker-init:
  Version:          0.19.0
  GitCommit:        de40ad0

I can't give my code examples because this is for a confidential client.
@scottschmidl scottschmidl added the bug Something isn't working label May 16, 2025
@scottschmidl scottschmidl changed the title Export/Import Annotations Ultralytics YOLO Detection Export/Import Annotations Ultralytics YOLOV11 Detection May 16, 2025
@O-J1
Copy link
O-J1 commented May 20, 2025 •
edited
Loading

I have a paid subscription and also cannot export my data with images and annotations with Ultralytics YOLO Segmentation 1.0 on certain tasks and its also preventing me from doing my job.

Requests tab has datumaro.components.errors.ItemExportError: Failed to export item ('xxxx', 'valid') or UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe4 in position 15123: invalid continuation byte .

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@Eldies Eldies

Labels
bug Something isn't working
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
3 participants
@Eldies @O-J1 @scottschmidl
0