MetaMorph is an AI tool to detect the constituent UI elements of low fidelity prototype sketches.
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MetaMorph is an AI tool to detect the constituent UI elements of low fidelity prototype sketches.
MetaMorph uses
MetaMorph API can be quickly deployed from docker without any installation or model download steps.
To use it, pull the image from Dockerhub
docker pull vinothpandian/metamorph:latest
Run it with docker the following command
docker run -p 8000:8000 --name metamorph vinothpandian/metamorph:latest
If you use MetaMorph, please use the following citation:
@inproceedings{Pandian_MetaMorph,
title = {MetaMorph: AI Assistance to Transform Lo-Fi Sketches to Higher Fidelities.},
author = {Pandian, Vinoth Pandian Sermuga and Suleri, Sarah and Beecks, Christian and Jarke, Matthias},
year = 2020,
booktitle = {Proceedings of the 32st Australian Conference on Human-Computer-Interaction},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
series = {OZCHI'20},
numpages = 10,
keywords = {UI Element Dataset, Neural Networks, Deep Learning, Sketch Detection, Sketch Recognition, Artificial Intelligence, Prototyping}
}
If you use Syn or UISketch, please use the following citation:
@inproceedings{Pandin_Syn,
title = {Syn: Synthetic Dataset for Training UI Element Detector From Lo-Fi Sketches},
author = {Pandian, Vinoth Pandian Sermuga and Suleri, Sarah and Jarke, Matthias},
year = 2020,
booktitle = {Proceedings of the 25th International Conference on Intelligent User Interfaces Companion},
location = {Cagliari, Italy},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
series = {IUI '20},
pages = {79ā80},
doi = {10.1145/3379336.3381498},
isbn = 9781450375139,
url = {https://doi.org/10.1145/3379336.3381498},
numpages = 2,
keywords = {Neural Networks, Sketch Detection, Prototyping, Sketch Recognition, UI Element Dataset, Deep Learning}
}
š¤ Vinoth Pandian
š¤ Sarah Suleri
Content type
Image
Digest
Size
390.1 MB
Last updated
over 5 years ago
docker pull vinothpandian/metamorph