# š ļø Feature Reqs
**URL:** https://discuss.roboflow.com/c/feedback/9.md?page=1
[Latest](https://discuss.roboflow.com/latest.md) Ā· [Categories](https://discuss.roboflow.com/categories.md) Ā· [Tags](https://discuss.roboflow.com/tags.md)
**Page:** 2
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## [Annoying reshuffling of dataset when adding additional labels](https://discuss.roboflow.com/t/annoying-reshuffling-of-dataset-when-adding-additional-labels/920)
**Author:** [@genesys](https://discuss.roboflow.com/u/genesys)\
**Replies:** 1\
**Last updated:** [September 27, 2022, 4:37pm UTC](https://discuss.roboflow.com/t/annoying-reshuffling-of-dataset-when-adding-additional-labels/920 "2022-09-27T16:37:58Z")
I have a dataset with about 1000 labels. When you want to go through all these images to add or remove some annotations, you can do so only in batches of the size set in āImages per pageā on the dataset overview which haā¦
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## [Bug when using annotation assistant with by custom uploaded model](https://discuss.roboflow.com/t/bug-when-using-annotation-assistant-with-by-custom-uploaded-model/2113)
**Author:** [@narugo1992](https://discuss.roboflow.com/u/narugo1992)\
**Replies:** 3\
**Last updated:** [May 4, 2023, 5:02pm UTC](https://discuss.roboflow.com/t/bug-when-using-annotation-assistant-with-by-custom-uploaded-model/2113 "2023-05-04T17:02:54Z")
As the title suggests, when I use the uploaded model to perform object detection on images, I can get normal results. However, when I use this model for annotating assist, I cannot annotate normally (even without a ā0 aā¦
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## [Feature Request - UNITY Plug-in for the Roboflow API](https://discuss.roboflow.com/t/feature-request-unity-plug-in-for-the-roboflow-api/1591)
**Author:** [@roadley](https://discuss.roboflow.com/u/roadley)\
**Replies:** 3\
**Last updated:** [March 8, 2023, 10:13pm UTC](https://discuss.roboflow.com/t/feature-request-unity-plug-in-for-the-roboflow-api/1591 "2023-03-08T22:13:50Z")
Iām a new user of Roboflow, but I must admit that the flow of how you manage various datasets ā training a model is superb. A big part of my job is to prototype various experiences, to which I like to use Unity as my ādā¦
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## [Feature Request - Line Annotations](https://discuss.roboflow.com/t/feature-request-line-annotations/1400)
**Author:** [@initdebug](https://discuss.roboflow.com/u/initdebug)\
**Replies:** 1\
**Last updated:** [February 2, 2023, 11:24pm UTC](https://discuss.roboflow.com/t/feature-request-line-annotations/1400 "2023-02-02T23:24:30Z")
Hi there! Iāve been using Roboflow for quite a while now and Iād like to submit my first Feature Request. Currently itās possible to annotate using bounding boxes and polygons. I think it would be amazing if we could aā¦
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## [Segment mask disappear after auguementation](https://discuss.roboflow.com/t/segment-mask-disappear-after-auguementation/2223)
**Author:** [@narugo1992](https://discuss.roboflow.com/u/narugo1992)\
**Replies:** 4\
**Last updated:** [May 23, 2023, 3:17pm UTC](https://discuss.roboflow.com/t/segment-mask-disappear-after-auguementation/2223 "2023-05-23T15:17:13Z")
This is my dataset: anime\_person\_seg Instance Segmentation Dataset by narugo1992 In the dataset viewing section, it can be observed that all 11 images have precise segmentation edge annotations. However, in the generateā¦
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## [Error when versioning annotated photos](https://discuss.roboflow.com/t/error-when-versioning-annotated-photos/1538)
**Author:** [@Youshin](https://discuss.roboflow.com/u/Youshin)\
**Replies:** 4\
**Last updated:** [March 1, 2023, 9:40am UTC](https://discuss.roboflow.com/t/error-when-versioning-annotated-photos/1538 "2023-03-01T09:40:08Z")
Hi! Iām trying to convert my annotated photos to dataset, and I did not want any augmentations while conversion. So I generated version and checked images, then it seems only the photos augmented automatically and labelā¦
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## [Temporary Image Rotation while Annotating](https://discuss.roboflow.com/t/temporary-image-rotation-while-annotating/7572)
**Author:** [@Patrick\_Sherlund](https://discuss.roboflow.com/u/Patrick_Sherlund)\
**Replies:** 1\
**Last updated:** [November 9, 2024, 4:24pm UTC](https://discuss.roboflow.com/t/temporary-image-rotation-while-annotating/7572 "2024-11-09T16:24:20Z")
Good Morning, When Iām annotating classes for instance segmentation, I often find myself rotating my monitor or exporting the photo to adjust its angle. This is because the objectās perspective isnāt clear from a singleā¦
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## [Shearing makes the bounding boxes move](https://discuss.roboflow.com/t/shearing-makes-the-bounding-boxes-move/494)
**Author:** [@vshesh](https://discuss.roboflow.com/u/vshesh)\
**Replies:** 2\
**Last updated:** [March 28, 2024, 11:10am UTC](https://discuss.roboflow.com/t/shearing-makes-the-bounding-boxes-move/494 "2024-03-28T11:10:28Z")
Compare images in and Sign in to Roboflow shearing is the difference in the second one and it makes the bounding boxes migrate! can this be fixed? Iāll train without shearing for now.
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## [Boxes and Outlines should not be capable of covering each other](https://discuss.roboflow.com/t/boxes-and-outlines-should-not-be-capable-of-covering-each-other/924)
**Author:** [@genesys](https://discuss.roboflow.com/u/genesys)\
**Replies:** 3\
**Last updated:** [September 28, 2022, 7:39pm UTC](https://discuss.roboflow.com/t/boxes-and-outlines-should-not-be-capable-of-covering-each-other/924 "2022-09-28T19:39:15Z")
It seems like Labels have some layer order and if a box is below another one itās not possible to select it to resize or move it - instead one first has to move the overlaying box to the side, make adjustments and then mā¦
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## [Complete Basler Integration](https://discuss.roboflow.com/t/complete-basler-integration/6781)
**Author:** [@claus](https://discuss.roboflow.com/u/claus)\
**Replies:** 5\
**Last updated:** [September 22, 2024, 2:06pm UTC](https://discuss.roboflow.com/t/complete-basler-integration/6781 "2024-09-22T14:06:50Z")
Hi, I read your article: How to Set Up a Basler Camera on a Jetson. I would be curious to see how the inference workflow is. I know my integration works but I would like a consultancy on that if this is recommended. Wā¦
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## [Wrong label in Auto labeling Tool (Beta)](https://discuss.roboflow.com/t/wrong-label-in-auto-labeling-tool-beta/4302)
**Author:** [@Anjon\_Basak](https://discuss.roboflow.com/u/Anjon_Basak)\
**Replies:** 5\
**Last updated:** [February 5, 2024, 9:45pm UTC](https://discuss.roboflow.com/t/wrong-label-in-auto-labeling-tool-beta/4302 "2024-02-05T21:45:42Z")
Thank you guys for releasing the auto labeling tool (beta). However, when I try to label airplane, ship, or helicopter it does not work. They all point to the same instance in the environment.
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## [Unable to move to next image while labeling](https://discuss.roboflow.com/t/unable-to-move-to-next-image-while-labeling/5880)
**Author:** [@Kevin\_Cantrell](https://discuss.roboflow.com/u/Kevin_Cantrell)\
**Replies:** 6\
**Last updated:** [October 2, 2024, 4:59pm UTC](https://discuss.roboflow.com/t/unable-to-move-to-next-image-while-labeling/5880 "2024-10-02T16:59:49Z")
While adding labels for a classify dataset, I am unable to move to the next image using the arrow keys because the corsor auto selects the text box in the annotation editor. Is there a way to get rid of the annotation edā¦
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## [Saving state while using box prompting](https://discuss.roboflow.com/t/saving-state-while-using-box-prompting/8230)
**Author:** [@yrg23](https://discuss.roboflow.com/u/yrg23)\
**Replies:** 4\
**Last updated:** [April 8, 2025, 3:21pm UTC](https://discuss.roboflow.com/t/saving-state-while-using-box-prompting/8230 "2025-04-08T15:21:05Z")
As you know we can train box prompting (ai labeling) while we are labeling images. However when we stopped and close the browser we need to train box prompting again if we want to continue. Can we save the state and contā¦
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## [Show Class Name when using Label Assist](https://discuss.roboflow.com/t/show-class-name-when-using-label-assist/707)
**Author:** [@HelicoptersofDC](https://discuss.roboflow.com/u/HelicoptersofDC)\
**Replies:** 3\
**Last updated:** [July 21, 2022, 7:29pm UTC](https://discuss.roboflow.com/t/show-class-name-when-using-label-assist/707 "2022-07-21T19:29:59Z")
Label assist is awesome but we have 19 classes so there are multiple classes with the same color, we could annotate faster if the class was visible without mousing over the box
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## [A few feature requests](https://discuss.roboflow.com/t/a-few-feature-requests/1259)
**Author:** [@Cuz\_Im\_Clicks](https://discuss.roboflow.com/u/Cuz_Im_Clicks)\
**Replies:** 1\
**Last updated:** [January 9, 2023, 5:01pm UTC](https://discuss.roboflow.com/t/a-few-feature-requests/1259 "2023-01-09T17:01:26Z")
Hi! I am really enjoying working with your tools, there are just a few ideas that would make my life easier. Showing exact sizes of the dataset after it has been generated. It just displays 1.4k or 3.9k and it would beā¦
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## [Drawing polygons by tracing instead of clicking multiple vertices](https://discuss.roboflow.com/t/drawing-polygons-by-tracing-instead-of-clicking-multiple-vertices/4006)
**Author:** [@ZackLoken](https://discuss.roboflow.com/u/ZackLoken)\
**Replies:** 3\
**Last updated:** [December 28, 2023, 6:44pm UTC](https://discuss.roboflow.com/t/drawing-polygons-by-tracing-instead-of-clicking-multiple-vertices/4006 "2023-12-28T18:44:59Z")
As far as I can tell from my first attempts annotating images in Roboflow, it doesnāt allow you to draw polygons by dragging your cursorāthe only option is to click and drop multiple vertices around an object. This is teā¦
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## [Ability to move unannotated images out of a annotation batch](https://discuss.roboflow.com/t/ability-to-move-unannotated-images-out-of-a-annotation-batch/3966)
**Author:** [@Alan\_Hollis](https://discuss.roboflow.com/u/Alan_Hollis)\
**Replies:** 2\
**Last updated:** [December 15, 2023, 2:39pm UTC](https://discuss.roboflow.com/t/ability-to-move-unannotated-images-out-of-a-annotation-batch/3966 "2023-12-15T14:39:21Z")
Hi Roboflow, Are there any planes to add some bulk actions to the annotation pag, for example here Our workflow is to upload videos in the system but it would be useful to just be able to click away a load of duplicā¦
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## [Urgent Request for Research Credit Approval - Swarnava Bhattacharjee](https://discuss.roboflow.com/t/urgent-request-for-research-credit-approval-swarnava-bhattacharjee/2639)
**Author:** [@Swarnava\_Bhattacharjee](https://discuss.roboflow.com/u/Swarnava_Bhattacharjee)\
**Replies:** 3\
**Last updated:** [July 13, 2023, 2:26pm UTC](https://discuss.roboflow.com/t/urgent-request-for-research-credit-approval-swarnava-bhattacharjee/2639 "2023-07-13T14:26:45Z")
Dear Roboflow Team, I would like to inform you that I have submitted an application for Research credits through the Google form for my masterās research. Considering the time constraints, I kindly request you to expediā¦
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## [Ability to mass assign dataset splits](https://discuss.roboflow.com/t/ability-to-mass-assign-dataset-splits/1501)
**Author:** [@25benjaminli](https://discuss.roboflow.com/u/25benjaminli)\
**Replies:** 2\
**Last updated:** [September 6, 2023, 9:55am UTC](https://discuss.roboflow.com/t/ability-to-mass-assign-dataset-splits/1501 "2023-09-06T09:55:43Z")
You should add methods of selecting mass numbers of images after datasets have been created and converting them to train/valid/test - it is very cumbersome to have to go into each image and change its status.
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## [Bounding Box - Duplicate BB, different class](https://discuss.roboflow.com/t/bounding-box-duplicate-bb-different-class/1743)
**Author:** [@lid\_vizion](https://discuss.roboflow.com/u/lid_vizion)\
**Replies:** 1\
**Last updated:** [March 24, 2023, 2:41pm UTC](https://discuss.roboflow.com/t/bounding-box-duplicate-bb-different-class/1743 "2023-03-24T14:41:36Z")
Object Detection The red is the right BB, but sometimes another label (in this example blue, which is a different class), gets added on top of the right BB. This is time consuming to remove these because they werenātā¦
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## [The last.pt and best.pt files](https://discuss.roboflow.com/t/the-last-pt-and-best-pt-files/7790)
**Author:** [@Smaile\_Kany](https://discuss.roboflow.com/u/Smaile_Kany)\
**Replies:** 2\
**Last updated:** [June 3, 2025, 8:08pm UTC](https://discuss.roboflow.com/t/the-last-pt-and-best-pt-files/7790 "2025-06-03T20:08:08Z")
I am currently running the model\_trianing and noticed that the last.pt and best.pt files, which I understand should be generated during the process, are not visible in the expected widget path or directory. Could you kā¦
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## [Bug with dataset images count](https://discuss.roboflow.com/t/bug-with-dataset-images-count/123)
**Author:** [@ikitcheng](https://discuss.roboflow.com/u/ikitcheng)\
**Replies:** 1\
**Last updated:** [February 9, 2022, 3:00pm UTC](https://discuss.roboflow.com/t/bug-with-dataset-images-count/123 "2022-02-09T15:00:18Z")
Hi, I have realised that the number next to āDatasetā in the sidebar, and the number next to āTraining Setā do not match (I only have training set data). Not sure if thatās a bug? Please see screenshot. Thanks, Matā¦
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## [Python SDK Image Upload stuck using multiprocessing](https://discuss.roboflow.com/t/python-sdk-image-upload-stuck-using-multiprocessing/4218)
**Author:** [@Kevin\_Deloria](https://discuss.roboflow.com/u/Kevin_Deloria)\
**Replies:** 3\
**Last updated:** [March 28, 2024, 12:30pm UTC](https://discuss.roboflow.com/t/python-sdk-image-upload-stuck-using-multiprocessing/4218 "2024-03-28T12:30:35Z")
I wrote a simple script that uploads photos (batched and tagged properly) using the Python SDK. from roboflow import Roboflow rf = Roboflow(api\_key=API\_KEY) workspaceId = WORKSPACE\_ID projectId = PROJECT\_ID project = ā¦
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## [Why the system counts the amount of the upload images with the fails to upload?](https://discuss.roboflow.com/t/why-the-system-counts-the-amount-of-the-upload-images-with-the-fails-to-upload/1026)
**Author:** [@Somrak\_Petchartee](https://discuss.roboflow.com/u/Somrak_Petchartee)\
**Replies:** 1\
**Last updated:** [October 28, 2022, 8:41am UTC](https://discuss.roboflow.com/t/why-the-system-counts-the-amount-of-the-upload-images-with-the-fails-to-upload/1026 "2022-10-28T08:41:06Z")
I am not sure that the maximum of the annotation images for the student workspace is 6,000 images. But I have found a bug. I have done annotated for 2,400 images and I made fails to upload but the system counted it as ā¦
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## [Empty predictions using roboflow.js detect after 2nd image](https://discuss.roboflow.com/t/empty-predictions-using-roboflow-js-detect-after-2nd-image/2244)
**Author:** [@phgimenez](https://discuss.roboflow.com/u/phgimenez)\
**Replies:** 2\
**Last updated:** [May 22, 2023, 6:10pm UTC](https://discuss.roboflow.com/t/empty-predictions-using-roboflow-js-detect-after-2nd-image/2244 "2023-05-22T18:10:17Z")
Hi, Iām using roboflow.js (https://cdn.roboflow.com/0.2.26/roboflow.js) to load a model in a web (Yolov8). The first image I pass to detect() returns predictions as expected but passing a second image returns an empty aā¦
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## [Sorting Object Detection Dataset by class](https://discuss.roboflow.com/t/sorting-object-detection-dataset-by-class/417)
**Author:** [@Stab579](https://discuss.roboflow.com/u/Stab579)\
**Replies:** 1\
**Last updated:** [May 8, 2022, 2:42pm UTC](https://discuss.roboflow.com/t/sorting-object-detection-dataset-by-class/417 "2022-05-08T14:42:33Z")
In the āAnnotateā or the āDatasetā tabs, it would be nice to sort the images by the number of instances of a given class. For example, images with 4 instances of a piece of metal should appear before images with 3 instanā¦
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## [Annotation upload via CLI](https://discuss.roboflow.com/t/annotation-upload-via-cli/1761)
**Author:** [@jakewarrenblack](https://discuss.roboflow.com/u/jakewarrenblack)\
**Replies:** 1\
**Last updated:** [March 24, 2023, 2:21pm UTC](https://discuss.roboflow.com/t/annotation-upload-via-cli/1761 "2023-03-24T14:21:50Z")
Hello, Iām having some trouble using the roboflow CLI. Iāve been trying to upload a set of two thousand wild animal images, and around eight thousand images of cats and dogs. The browser was having a hard time with thisā¦
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## [Just discover bird identification! improve & make it open/public?](https://discuss.roboflow.com/t/just-discover-bird-identification-improve-make-it-open-public/6195)
**Author:** [@boly38](https://discuss.roboflow.com/u/boly38)\
**Replies:** 4\
**Last updated:** [July 4, 2024, 4:32pm UTC](https://discuss.roboflow.com/t/just-discover-bird-identification-improve-make-it-open-public/6195 "2024-07-04T16:32:04Z")
Hi hereš Iām completely new to roboflow, and new to model training and that why my question will maybe be too simple but itās another way to thanks James about his blogāpostā¦ In context, Iām implementing a bluesky botā¦
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## [Error when using roboflow/roboflow-inference-server-cpu in Docker](https://discuss.roboflow.com/t/error-when-using-roboflow-roboflow-inference-server-cpu-in-docker/2290)
**Author:** [@AZero712](https://discuss.roboflow.com/u/AZero712)\
**Replies:** 0\
**Last updated:** [May 29, 2023, 9:47am UTC](https://discuss.roboflow.com/t/error-when-using-roboflow-roboflow-inference-server-cpu-in-docker/2290 "2023-05-29T09:47:12Z")
Running environment: Ubuntu 20.04 in WSL2. Iām trying to use roboflow/roboflow-inference-server-cpu for local model inference, but Iām getting the error message shown in the attached image. I then tried to access thā¦
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## [Details about "Stress Detection Computer Vision Project"](https://discuss.roboflow.com/t/details-about-stress-detection-computer-vision-project/2594)
**Author:** [@konara\_B7\_A](https://discuss.roboflow.com/u/konara_B7_A)\
**Replies:** 1\
**Last updated:** [July 7, 2023, 11:31am UTC](https://discuss.roboflow.com/t/details-about-stress-detection-computer-vision-project/2594 "2023-07-07T11:31:26Z")
During my research, I came across the āStress Detection Computer Vision Projectā dataset developed by your organization. Specifically, I am interested in utilizing the dataset labeled as āStress Detection - v3,ā which waā¦
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## [Change the citation](https://discuss.roboflow.com/t/change-the-citation/1357)
**Author:** [@PAIN-BARHAM](https://discuss.roboflow.com/u/PAIN-BARHAM)\
**Replies:** 1\
**Last updated:** [January 24, 2023, 2:28pm UTC](https://discuss.roboflow.com/t/change-the-citation/1357 "2023-01-24T14:28:14Z")
Hi, It will be good if Roboflow team allow the dataset creator to edit the citation metadata. Is there any reason for this? since I cannot find anything talking about this. Thanks a lot
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## [How can I get direct support from roboflow team?](https://discuss.roboflow.com/t/how-can-i-get-direct-support-from-roboflow-team/11573)
**Author:** [@Sagar](https://discuss.roboflow.com/u/Sagar)\
**Replies:** 4\
**Last updated:** [December 11, 2025, 8:00pm UTC](https://discuss.roboflow.com/t/how-can-i-get-direct-support-from-roboflow-team/11573 "2025-12-11T20:00:46Z")
Is there any live chat or customer support feature on roboflow? I upgraded my plan as core plan ($79/month Annual plan), which is able to get support from roboflow team, but whenever I try to connect with support@roboflā¦
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## [Role of Ground Truth in calculating metrics](https://discuss.roboflow.com/t/role-of-ground-truth-in-calculating-metrics/3062)
**Author:** [@Paul\_Petronelli](https://discuss.roboflow.com/u/Paul_Petronelli)\
**Replies:** 2\
**Last updated:** [September 4, 2023, 1:09am UTC](https://discuss.roboflow.com/t/role-of-ground-truth-in-calculating-metrics/3062 "2023-09-04T01:09:46Z")
Recently used the free project option to run some imagery. 26 images uploaded an provided annotations and bounding boxes for them. The toolkit did training and came up with these statistics: Your EchoTest (2023-08-11 11ā¦
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## [Usage of Roboflow with Comet](https://discuss.roboflow.com/t/usage-of-roboflow-with-comet/2423)
**Author:** [@Oleksandr](https://discuss.roboflow.com/u/Oleksandr)\
**Replies:** 0\
**Last updated:** [June 12, 2023, 9:14pm UTC](https://discuss.roboflow.com/t/usage-of-roboflow-with-comet/2423 "2023-06-12T21:14:05Z")
Hello, when using yolov5 model with Comet with Roboflow there is an error, that can be fixed with changing of data.yaml file. Itās needed to add a line path: /content/yolov5 e.g. after āroboflow:ā section. Here is ā¦
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## [Support for DeepLabV3 or V3+, and exporting to coreML](https://discuss.roboflow.com/t/support-for-deeplabv3-or-v3-and-exporting-to-coreml/797)
**Author:** [@abdulzk](https://discuss.roboflow.com/u/abdulzk)\
**Replies:** 0\
**Last updated:** [August 15, 2022, 7:54pm UTC](https://discuss.roboflow.com/t/support-for-deeplabv3-or-v3-and-exporting-to-coreml/797 "2022-08-15T19:54:35Z")
Is it possible to add support for DeepLabV3 model for semantic segmentation tasks? and export to coreML? thanks! abdul
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## [Allow label/class change on augmentation](https://discuss.roboflow.com/t/allow-label-class-change-on-augmentation/3382)
**Author:** [@Fredrik\_T](https://discuss.roboflow.com/u/Fredrik_T)\
**Replies:** 2\
**Last updated:** [April 14, 2025, 9:19am UTC](https://discuss.roboflow.com/t/allow-label-class-change-on-augmentation/3382 "2025-04-14T09:19:09Z")
I have a use case where an image flipped horizontally actually changes the class/label. And allow end-user to submit some logic to that would be awesome. Example would be a sign with an arrowā¦ Left-sign ā¦ Would be Righā¦
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## [Merge batches in Annotate section](https://discuss.roboflow.com/t/merge-batches-in-annotate-section/4106)
**Author:** [@Hart\_Woolery](https://discuss.roboflow.com/u/Hart_Woolery)\
**Replies:** 1\
**Last updated:** [January 4, 2024, 8:44pm UTC](https://discuss.roboflow.com/t/merge-batches-in-annotate-section/4106 "2024-01-04T20:44:29Z")
It would be nice to be able to individually merge or āmerge allā in the Annotate section. Currently its a lot of clicks to get everything approved if there are lots of batches
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## [Supervision --- opencv-python-headless?](https://discuss.roboflow.com/t/supervision-opencv-python-headless/11063)
**Author:** [@mz0g](https://discuss.roboflow.com/u/mz0g)\
**Replies:** 1\
**Last updated:** [September 9, 2025, 1:12am UTC](https://discuss.roboflow.com/t/supervision-opencv-python-headless/11063 "2025-09-09T01:12:30Z")
Hi, I am building docker containers and looking to reduce the size of them. This builds on a discussion from 2 years ago: Require \`opencv-python-headless\` by default Ā· Issue #130 Ā· roboflow/supervision Ā· GitHub . I know ā¦
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## [Roboflow YoloV9 Football player detection 404 Client Error](https://discuss.roboflow.com/t/roboflow-yolov9-football-player-detection-404-client-error/6371)
**Author:** [@emreerol](https://discuss.roboflow.com/u/emreerol)\
**Replies:** 1\
**Last updated:** [July 2, 2024, 8:17am UTC](https://discuss.roboflow.com/t/roboflow-yolov9-football-player-detection-404-client-error/6371 "2024-07-02T08:17:57Z")
Hi; I ran Roboflow YOLOv9 Football Player Detection with Google Colab. However, when I reached the final stage, an error occurred: āAn error occurred when getting the model upload URL: 404 Client Error: Not Found for URā¦
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## [Dataset Labeling Incremental Saving](https://discuss.roboflow.com/t/dataset-labeling-incremental-saving/7191)
**Author:** [@WAS](https://discuss.roboflow.com/u/WAS)\
**Replies:** 6\
**Last updated:** [October 4, 2024, 3:50pm UTC](https://discuss.roboflow.com/t/dataset-labeling-incremental-saving/7191 "2024-10-04T15:50:16Z")
This tool should be saving the work being done on labeling incrementally. If your browser crashes (and to test, tried refreshing) you loose all the work you have been doing! Because of this I will no longer be using robā¦
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## [Copy and Rotate Annotations](https://discuss.roboflow.com/t/copy-and-rotate-annotations/714)
**Author:** [@hakimin](https://discuss.roboflow.com/u/hakimin)\
**Replies:** 0\
**Last updated:** [July 21, 2022, 3:16am UTC](https://discuss.roboflow.com/t/copy-and-rotate-annotations/714 "2022-07-21T03:16:51Z")
Hi, I would like to give feedback on the annotation features. We would love to be able to rotate the annotation like we rotate shapes in Microsoft Powerpoint. Copy one annotation and paste on another object with saā¦
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## [Annotation visualization - mosaic - dataset - improper display of annotations](https://discuss.roboflow.com/t/annotation-visualization-mosaic-dataset-improper-display-of-annotations/1890)
**Author:** [@willem\_weertman](https://discuss.roboflow.com/u/willem_weertman)\
**Replies:** 1\
**Last updated:** [April 20, 2023, 5:38am UTC](https://discuss.roboflow.com/t/annotation-visualization-mosaic-dataset-improper-display-of-annotations/1890 "2023-04-20T05:38:52Z")
When visualization the mosaic augmentation on the dataset it looks like the annotations are improperly visualized.
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## [Dataset can't be fully downloaded (random number of fewer images in download)](https://discuss.roboflow.com/t/dataset-cant-be-fully-downloaded-random-number-of-fewer-images-in-download/11753)
**Author:** [@MMFL](https://discuss.roboflow.com/u/MMFL)\
**Replies:** 6\
**Last updated:** [January 27, 2026, 8:30am UTC](https://discuss.roboflow.com/t/dataset-cant-be-fully-downloaded-random-number-of-fewer-images-in-download/11753 "2026-01-27T08:30:13Z")
Hello all, I hope this gets fixed quickly, as it literally was working less than 24 hours ago. I have two datasets of around 7k images each: lm/t2swir7kend-2 and lm/t2\_s2\_swir\_0\_7k . I have tried to export my datasetā¦
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## [Discrepancy between model weights and roboflow hosted inference?](https://discuss.roboflow.com/t/discrepancy-between-model-weights-and-roboflow-hosted-inference/10854)
**Author:** [@mz0g](https://discuss.roboflow.com/u/mz0g)\
**Replies:** 4\
**Last updated:** [August 11, 2025, 9:12pm UTC](https://discuss.roboflow.com/t/discrepancy-between-model-weights-and-roboflow-hosted-inference/10854 "2025-08-11T21:12:01Z")
Hello, I trained an RF-DETR model on my own dataset. I then started testing it via the āTry This Modelā feature. When I tried a test image via this feature it correctly identified all the objects. I then downloaded the mā¦
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## [Ability to multi-class pose labels but keep same keypoints](https://discuss.roboflow.com/t/ability-to-multi-class-pose-labels-but-keep-same-keypoints/6908)
**Author:** [@Hart\_Woolery](https://discuss.roboflow.com/u/Hart_Woolery)\
**Replies:** 5\
**Last updated:** [August 27, 2024, 9:30pm UTC](https://discuss.roboflow.com/t/ability-to-multi-class-pose-labels-but-keep-same-keypoints/6908 "2024-08-27T21:30:31Z")
I would like to be able to handle the scenario where I have n-classes all with the same number/kind of keypoints. Iām not sure if this is currently possible the way classes are setup in pose. For example, I have 11 keyā¦
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## [Sensitive data](https://discuss.roboflow.com/t/sensitive-data/3274)
**Author:** [@Anna\_1900](https://discuss.roboflow.com/u/Anna_1900)\
**Replies:** 2\
**Last updated:** [September 20, 2023, 2:00pm UTC](https://discuss.roboflow.com/t/sensitive-data/3274 "2023-09-20T14:00:16Z")
I uploaded some sensitive research data with annotations. Iāve removed all projects, can you help me find out if anyone downloaded it from Roboflow Universe?
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## [RE: Applied for Educational credits address is gmail.com but still eval](https://discuss.roboflow.com/t/re-applied-for-educational-credits-address-is-gmail-com-but-still-eval/4072)
**Author:** [@Frank\_Lloyd\_Jr](https://discuss.roboflow.com/u/Frank_Lloyd_Jr)\
**Replies:** 1\
**Last updated:** [January 15, 2024, 6:39am UTC](https://discuss.roboflow.com/t/re-applied-for-educational-credits-address-is-gmail-com-but-still-eval/4072 "2024-01-15T06:39:59Z")
would like a few more credits just learning and I am old----72
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## [UI indication when an image is marked as NULL](https://discuss.roboflow.com/t/ui-indication-when-an-image-is-marked-as-null/769)
**Author:** [@BogFlap](https://discuss.roboflow.com/u/BogFlap)\
**Replies:** 0\
**Last updated:** [August 8, 2022, 9:36am UTC](https://discuss.roboflow.com/t/ui-indication-when-an-image-is-marked-as-null/769 "2022-08-08T09:36:26Z")
When annotating either manually or using Label Assists there is no indication that an image is marked as null. This would be especially useful when using Label Assist as when an annotation recommendation is displayed I pā¦
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## [Reidentification dataset creation- feature request](https://discuss.roboflow.com/t/reidentification-dataset-creation-feature-request/1681)
**Author:** [@gil\_bo](https://discuss.roboflow.com/u/gil_bo)\
**Replies:** 1\
**Last updated:** [March 15, 2023, 6:26pm UTC](https://discuss.roboflow.com/t/reidentification-dataset-creation-feature-request/1681 "2023-03-15T18:26:10Z")
with the new world of tracking coming popular and the need for using tracking algorithms, it would be very useful, if we had a tool for creating labeled datasets for machine learning reid, like the torchreid libary.
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## [Trained model runs with error on mobile with Lens Studio 2](https://discuss.roboflow.com/t/trained-model-runs-with-error-on-mobile-with-lens-studio-2/4381)
**Author:** [@ne.zloy.ya](https://discuss.roboflow.com/u/ne.zloy.ya)\
**Replies:** 2\
**Last updated:** [February 6, 2024, 5:43am UTC](https://discuss.roboflow.com/t/trained-model-runs-with-error-on-mobile-with-lens-studio-2/4381 "2024-02-06T05:43:06Z")
Hello @brad . I encountered exactly the same problem as here(Trained model runs with error on mobile with Lens Studio), when not a single model from Roboflow runs on the phone. Have you heard feedback from Snap? Over a mā¦
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