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fredhohman committed May 31, 2018
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This is the code repository for the accepted [CVPR 2018][cvpr18] Demo: **Interactive Classification for Deep Learning Interpretation**.
Visit our research group homepage [Polo Club of Data Science][poloclub] at [Georgia Tech](http://www.gatech.edu) for more related research!


## Example Scenario: Interpreting "Failed" Classification

The modified image (left), originally classified as *dock* is misclassified as *ocean liner* when the masts of a couple boats are removed from the original image (right).
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3. Run `gcc resynth.c -L. -lresynthesizer -lm -lglib-2.0 -o prog` (may have to install glib2.0 first) to generate the prog executable
4. You can now run `python3 inpaint_server.py` and PatchMatch will be used as the inpainting algorithm.


## Citation

**Interactive Classification for Deep Learning Interpretation.**
[Angel Cabrera][angel], [Fred Hohman][fred], [Jason Lin][jason], [Duen Horng (Polo) Chau][polo]
*Demo, Conference on Computer Vision and Pattern Recognition (CVPR). June 18, 2018. Salt Lake City, USA.*

<!-- [Read the paper][paper]. -->



## Researchers

| Name | Affiliation |
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| [Jason Lin][jason] | Georgia Tech |
| [Duen Horng (Polo) Chau][polo] | Georgia Tech |


## License

MIT License. See [`LICENSE.md`](LICENSE.md).


## Contact

For questions or support [open an issue][issues].

<!-- [paper]: "Paper" -->
[video]: https://youtu.be/llub5GcOF6w "Video"
[fred]: http://fredhohman.com "Fred Hohman"
[angel]: http://cabreraalex.com/ "Alex Cabrera"
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