ConvNet Labeler - Githubissues

kungfuai / kaishi

Tool kit to accelerate exploratory data analysis and data cleaning

https://kaishi.readthedocs.io/en/latest/

MIT License

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ConvNet Labeler #2

Closed mwharton3 closed 4 years ago

mwharton3 commented 4 years ago

Need a very basic but well-trained/selected convnet to detect issues and apply labels to image files. e.g.:

Stretching
Aliasing
Rotation
Compression
Document vs. Photo
Sensor noise

In order to keep fast, thinking of operating on thumbnails and patches from the original resolution.

mwharton3 commented 4 years ago

Rotation, document vs photo, and stretching are complete (definitely room for improvement on the model though). Framework for the others is in place, but not implemented (need to operate on patches, not rescaled images).