# Annotation Issues From Dataset to Deployment **URL:** \ **Category:** 🤝 Community Help\ **Created:** [April 2, 2025, 12:36am UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290 "2025-04-02T00:36:51Z")\ **Posts on this page:** 8\ **Page:** 1
**Author:** ![Tom\_Cannon](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/tom_cannon/32/5366_2.png) [@Tom\_Cannon](https://discuss.roboflow.com/u/Tom_Cannon)\ **Post date:** [April 2, 2025, 12:36am UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/1 "2025-04-02T00:36:51Z")
Im working on a project to detect keypoints on a massive dataset of computer generated football pitch images. I created a workflow to add annotations using coco keypoint json format. when the images are uploaded to the dataset tab, I can see that they have been annotated correctly - all annotations fit the key points as expected. - see below ![image](https://canada1.discourse-cdn.com/flex029/uploads/roboflow1/original/2X/c/ccb17389b92f763b6c557c3c4e1ad8d4f2069d2b.jpeg) I then proceded to training the keypoint detection model on these images which I had checked were correctly annotated with any non visible points deleted from the annotation skeleton. When it came to training the model I noticed while sense checking some of the training images that they looked wrong. After looking through all the images I could see that the keypoints which are not visible in the image that were showing as deleted in the annotation phase are now being placed in the images for the trining dataset whcih completely messes up training. - see below This has cost me a lot of training time and quite a large amount of wasted credits but also I’m not even sure how to troubleshoot the issue. ---
**Author:** ![Tom\_Cannon](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/tom_cannon/32/5366_2.png) [@Tom\_Cannon](https://discuss.roboflow.com/u/Tom_Cannon)\ **Post date:** [April 2, 2025, 12:39am UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/3 "2025-04-02T00:39:06Z")
image as it is annotated during training with clearly broken annotations - ![image](https://canada1.discourse-cdn.com/flex029/uploads/roboflow1/original/2X/f/faef67337343df43bcba283da44e01ef7868634a.jpeg) ---
**Author:** ![leo](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/leo/32/2228_2.png) [@leo](https://discuss.roboflow.com/u/leo)\ **Post date:** [April 3, 2025, 4:41am UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/4 "2025-04-03T04:41:32Z")
Hey @Tom_Cannon Sorry that you’re running into issues with keypoint training. We can definitely look into that. Would you be okay with us accessing your workspace to reproduce and identify the underlying issue? ---
**Author:** ![Tom\_Cannon](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/tom_cannon/32/5366_2.png) [@Tom\_Cannon](https://discuss.roboflow.com/u/Tom_Cannon)\ **Post date:** [April 3, 2025, 7:27am UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/5 "2025-04-03T07:27:52Z")
Hi @leo, Please feel free to access the workspace anything you can to help me out. Thanks ---
**Author:** ![Tom\_Cannon](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/tom_cannon/32/5366_2.png) [@Tom\_Cannon](https://discuss.roboflow.com/u/Tom_Cannon)\ **Post date:** [April 9, 2025, 7:15pm UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/6 "2025-04-09T19:15:38Z")
Hi @leo, any word from you and the team on this issue? ---
**Author:** ![joaomarcoscrs-roboflow](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/joaomarcoscrs-roboflow/32/4996_2.png) [@joaomarcoscrs-roboflow](https://discuss.roboflow.com/u/joaomarcoscrs-roboflow)\ **Post date:** [April 10, 2025, 8:56pm UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/7 "2025-04-10T20:56:08Z")
Hi @Tom_Cannon - I will take a look at your issue tomorrow ---
**Author:** ![Tom\_Cannon](https://yyz1.discourse-cdn.com/flex029/user_avatar/discuss.roboflow.com/tom_cannon/32/5366_2.png) [@Tom\_Cannon](https://discuss.roboflow.com/u/Tom_Cannon)\ **Post date:** [April 18, 2025, 2:34pm UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/8 "2025-04-18T14:34:32Z")
Hi @joaomarcoscrs-roboflow have you come up with any findings for this issue after your review? ---
**Author:** ![system](https://canada1.discourse-cdn.com/flex029/uploads/roboflow1/original/1X/bb6edbfa56d0cf2ee603f061e9e09103502cc8cc.png) [@system](https://discuss.roboflow.com/u/system)\ **Post date:** [May 9, 2025, 2:35pm UTC](https://discuss.roboflow.com/t/annotation-issues-from-dataset-to-deployment/9290/9 "2025-05-09T14:35:02Z")
Closed on May 9, 2025, 2:35pm UTC This topic was automatically closed 21 days after the last reply. New replies are no longer allowed.