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Top 6 computational-photography open source projects

colorize video using publicly available neural-networks

✭ 24

python shell ffmpeg neural-network image-processing computational-photography opencv-python colorization greyscale opencv3

recurrent-defocus-deblurring-synth-dual-pixel

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Lev…

✭ 30

python deep-neural-networks computer-vision deep-learning recurrent-neural-networks dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field synthetic-dataset-generation defocus-blur defocus-deblurring dual-pixel

multi-task-defocus-deblurring-dual-pixel-nimat

Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single …

✭ 29

python deep-neural-networks computer-vision deep-learning dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field synthetic-dataset-generation defocus-blur defocus-deblurring dual-pixel image-motion nimat-effect

CURL

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

✭ 177

Jupyter Notebook python image computer-vision photoshop paper image-processing computational-photography cvpr image-enhancement eccv raw2rgb accv rgb-images icpr2020 neural-curve-layers adobe-upe-dataset rgb-pairs

texturize

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

✭ 495

python deep-learning image-processing generative-model image-manipulation image-generation command-line-tool texture-synthesis computational-photography texture-generation

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

✭ 75

python machine-learning deep-learning pytorch computational-photography color-correction whitebalance hypernetworks white-balance cross-camera illuminant-estimation color-constancy colorconstancy iccv2021

1-6 of 6 computational-photography projects