10 best annotation tools for computer vision​ applications

Tips and tricks video # 34:
10 best image annotation tools for computer vision applications
Free:
1. Make Sense: www.makesense.ai/
2. VGG Image Annotator: www.robots.ox.ac.uk/~vgg/soft...
3. Computer Vision Annotator Tool (CVAT): github.com/openvinotoolkit/cvat
4. Labelme: labelme.csail.mit.edu/
5. Dash Doodler: github.com/Doodleverse/dash_d...
6. LabelImg: github.com/tzutalin/labelImg
7. Label Studio: labelstud.io/
Paid:
8. LabelBox: labelbox.com/
9. Scale: scale.com/
10. Superannotate: www.superannotate.com/

[@baraspilkova7986]

Thank you so much for this video! I’m currently writing my thesis on semantic segmentation and your content has been very helpful, again thank you very much!

[@RohanPaul-AI]

Thanks for the very informative video. I personally have used CVAT and have a great experince with it. Supports so many serverless functions for automatic labeling and has got good integration with Tensorflow, like e.g. converting the annotated dataset to Tfrecords format and few more.

[@asifmuhammed4568]

great tutorial. I just love your playlist.

[@AmanSingh-jr9eu]

very educational video

[@user-xw1jn8bi7w]

Hey sir ,
thanks for the informative video.
can you please make a video on Software that can annotate the "image-text" (image containing text in it).

[@behnoudshafizadeh3281]

make sense tool is very clear for object detection based on my experiences.

[@caiyu538]

Great.

[@mudloc3745]

Thanks for the video! Is there a software that works for a group? I mean, a group of people can annotate on the same project.

[@Qunut11153]

Thanks for this video sir but i am finding a tool that can annotate lines or line sigments, so do you have any suggestions please

[@jorgecruz4839]

Thank you very much for this video. At 10:26 I saw that when they give you the chance to use an AI model, you can chose Posenet. Does that mean you can use that last tool the label images for pose estimation? And if not, do you have any recommendations for labeling images pose estimation?

[@user-hm9xy8cp7l]

Did you find something suitable by any chance?

[@jorgecruz4839]

@@user-hm9xy8cp7l I found one called VGG Image Annotator. I believe its primary use is to annotate images for object detection and image segmentation but it also allows you to place keypoints with labels. I suppose there might be easier tools to use but that's the one I found.

[@dohabouallal5503]

Thank you for this video. There is also "image labler " in matlab, do you think it's a good tool for image annotation ?

[@ameethanabeel]

Pls answer this.

[@ikechukwumichael1383]

Thanks for the video. Can you use makesense for Image segmentation?

[@DigitalSreeni]

It outputs labels in JSON format so if you can read them to define your annotations then you can use them for U0net type semantic segmentation.

[@tusharmonirul2045]

any tools for auto annotator?

[@SafnazMUCS]

Sir is there any tool which annotate the text from the images with bounding box? please help me.

[@labellerr]

Yes, multiple one good paid one are Labellerr, V7, Superannotate etc.

[@srivathsansanthanam639]

MAKE SENSE, MAKES SENSE.. 😂 Sreeni and his puns

[@hansu7474]

Any update after a year has passed?

[@LiveLifeWithLove]

I find 3D annotation and reprojection to 2D to be better pipeline and more accurate. But one should have 3D scans such as LIDAR scan.

[@mostafamousa7093]

Any recommendation for 3D annotation tool especially since I work with multilabel 3D scans segmentation?

[@LiveLifeWithLove]

@@mostafamousa7093i don't know about good free software but MicroStation is used by professionals & is good. Also, if you capture datasets using LIDAR then basic classification - outdoor and indoor (wall, floor, ceiling) is given by software that comes with scanner. After getting basic labels I use cloud compare - using scalar field. If you get point cloud then open it in cloud compare and check what scalar field are present, that will be handy.

[@jibrilisah3510]

Please how do I annotate senario like bulgary , rape detection

[@saumyagupta7779]

What about Roboflow?

[@DigitalSreeni]

There are many annotation tools and I picked the ones I tested. I've never used Roboflow but most of these tools are quite similar when it comes to annotation. Some offer better interface and additional functionality than others.