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All Projects → shinseung428 → image_control_TF

shinseung428 / image_control_TF

Licence: other
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Programming Languages

python
139335 projects - #7 most used programming language

Different image controls in Tensorflow

Implemented Functions

  • Block Pixels
  • Conv Noise
  • Block Patch(fixed size)
  • Block Patch(random size)
  • Keep Patch

Block Pixels

Randomly blocks each pixel to 0 with probability p. Alt text

Conv Noise

Uses gaussian kernel to blur images and adds additional noise to each pixels.
Alt text

Block Patch

Randomly blocks p x p patched region in the image.
The size of the patch can be changed.
Alt text

Block Patch(Random Size)

Randomly blocks patched region in the image.
The size of the patch is random.
Alt text

Keep Patch

All pixels outside randomly chosen p x p patch are set to zero.
Alt text

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