Web based tool to label images for object. So that they can be used to train dlib or other object detectors.
If you're using the old version of imglab please use this link
ImgLab is platform independent, runs directly from browser, and no prerequisite is needed. It requires very less CPU and memory.
The best thing is that you can use 3rd party libraries to fast annotation process which eventually saves your effort and time both.
Other features are:
- Designed specially for dlib users. You can easily adjust the order of parts / landmarks/ featurepoints.
- Opensource and free forever.
- You can draw feature points, shapes (circle, rectangle, polygon). Other shapes like ellipse, line, curves will be added in future.
- Small project file so it can be shared over the mail.
- Import / Export data in multiple formats (Currently dlib XML, and pts format is supported)
You can either import a file from a URL or from your computer. You can plot the landmark points by yourself or you can request to face++ API to collect the points which gets automatically plotted on the image (You will need to register on face++ to use the API.). If you feel that the result should be improved, you can drag a point to correct location.
we are working on version 2. We'll be replacing version 1 with version 2 as soon as the primary features are completed. If you want to try it early, check this link : https://naturalintelligence.github.io/imglab/v2.html
Using this library if you build some open database which can help others or just to showcase, please raise an issue or PR.
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