I checked a bunch of videos and articles on building a custom dataset for a segmentation problem. Your video is by far the clearest, informative, and the most concise for a beginner like me. Other resources I had a bunch of questions after going through, but yours, zero question so far. I will try it out now. Thank you so much!
Brilliant as ever! I have learnt so much about computer vision from this one channel and it has helped me in both academic and professional contexts. I can’t thank you enough for dedicating your time to producing such high quality content.
Thank you for all the great videos!
I did the same work with Paint 3D which are build in Windows :D and saved the result as Tiff image. They will not have bluring edge. But label studio is a more professional tool,classes can be modified and added more easily, Hopefully this will be improved in the future, thank you for sharing this tool, it is very useful indeed. cheers:yougotthis:
Great work! I was searching for the exact thing for my research and this is helping me a lot and saving my time. Your explanation is very clear and informative. Thank you for your time.
Did not expect this tutorial from you, Aj.Sreeni.......Still watching and once it is done, will post by comments.....Thanks a ton for this.....
Just a question, as you are working with geospatial data why would you not use qgis for example and create shape files? Is it just more straightforward like this? Great channel btw
Your videos are an awesome contribution! Keep it going!
For multi-class segmentation, for example 3 as per your video, are we supposed to have 3 different PNG images for each class for that one particular image? I’m new to this and what I’ve done was give each label a different colour, (blue, red and yellow, and background as black) and exported the mask as a PNG file, in which the resulting mask is just one PNG file with a black background and the 3 colours. Is that a wrong way to do it?
Thank you so much. To borrow from Tukey: 'image labeling for the masses'. Like how you bring domain knowledge up front and center.
The masked images that I exported have different file names from my original images. Is there an option to rename the mask files so that I can map them to the original images? Thanks.
thank u,great job,the way u explained every thing is very simple and neat.u are the great motivator for me to do the coding
Thank you for making such a wonderful informative videos. Which tool support labelling images with tiff format having 4 bands?
Great video especially for startups
Thank you for introducing us to a useful and new tool. Which of the existing tools or the tools you introduced this time should be used first?
Thank you fir the video, so we need to install sqllite before?
How to deal with the jagged edge in output (during segmentation). I am providing perfect mask for segmentation but still getting jagged edges from my trained model. I am having this issue from long time. Please suggest something. Thank you.
Hi Sir, I had a very important question regarding labelling. I have an image with hair to label for annotation, if one image has 30 hair and them too overlapping but the hair are all very similar when it comes to colour and thickness. If i label 3 or 4 of these hair and go onto another image to annotate with a different sort of hair. The main question is if I label just few object of interest even though there are more of them in the image. Is it still good annotation ? because I have a huge dataset which I need to annotate and I dont have much time. So I am literally labelling just 4 or 5 hair from each image even though there are more hair in the image. Is it okay or not ??
How much does the annotation at edges of class using brush effect in the accuracy of the segmentation model ? Labeling the corner edges of monuments right is troubling me.
@Parcha24