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README.md

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Generate your own synthetic human head dataset for free using Blender software. The dataset can be used in face analyzation, model pretraining, and other machine learning tasks.
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/logo.jpg)
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![Picture](doc/logo.jpg)
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## Limitations
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## SSHG tab settings
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/SSHG_tab.png)
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![Picture](doc/SSHG_tab.png)
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### Resolution
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HEAD
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/HEAD.jpg)
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![Picture](doc/type_examples/HEAD.jpg)
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HEAD_DEPTH
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Center head towards cam +15cm = 1.0
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Center head towards cam -15cm = 0.0
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/HEAD_DEPTH.jpg)
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![Picture](doc/type_examples/HEAD_DEPTH.jpg)
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HAIR
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Hair-only on transparent background.
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/HAIR.jpg)
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![Picture](doc/type_examples/HAIR.jpg)
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SKIN
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/SKIN.jpg)
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![Picture](doc/type_examples/SKIN.jpg)
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SKIN_DEPTH
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/SKIN_DEPTH.jpg)
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![Picture](doc/type_examples/SKIN_DEPTH.jpg)
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SKIN_EM_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/SKIN_EM_MASK.jpg)
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![Picture](doc/type_examples/SKIN_EM_MASK.jpg)
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SKIN_NORMAL
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/SKIN_NORMAL.jpg)
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![Picture](doc/type_examples/SKIN_NORMAL.jpg)
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SKIN_WF_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/SKIN_WF_MASK.jpg)
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![Picture](doc/type_examples/SKIN_WF_MASK.jpg)
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FRONTAL_SKIN_NORMAL
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/FRONTAL_SKIN_NORMAL.jpg)
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![Picture](doc/type_examples/FRONTAL_SKIN_NORMAL.jpg)
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FRONTAL_SKIN_WF_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/FRONTAL_SKIN_WF_MASK.jpg)
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![Picture](doc/type_examples/FRONTAL_SKIN_WF_MASK.jpg)
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HAIR_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/HAIR_MASK.jpg)
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![Picture](doc/type_examples/HAIR_MASK.jpg)
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BEARD_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/BEARD_MASK.jpg)
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![Picture](doc/type_examples/BEARD_MASK.jpg)
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EYEBROWS_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/EYEBROWS_MASK.jpg)
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![Picture](doc/type_examples/EYEBROWS_MASK.jpg)
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EYELASHES_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/EYELASHES_MASK.jpg)
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![Picture](doc/type_examples/EYELASHES_MASK.jpg)
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OCCLUSION_MASK
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/OCCLUSION_MASK.jpg)
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![Picture](doc/type_examples/OCCLUSION_MASK.jpg)
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JSON_DATA
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Landmarks example
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![Picture](https://github.com/iperov/SSHG/blob/master/doc/type_examples/JSON_lmrks.png)
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![Picture](doc/type_examples/JSON_lmrks.png)
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## More labels
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You can combine existing labels using a simple python script. For example you can produce ```SKIN_WF_MASK*(1-HAIR_MASK)``` and get a WF mask without hair. You can also modify the .blend project for any of your fantasies.
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## Augmentations
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It is recommended to apply different augmentations to increase the variability of the dataset.
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![Picture](doc/augmentation_example.gif)
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# Changelog
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doc/augmentation_example.gif

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