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update README.md
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README.md

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@@ -21,13 +21,16 @@ Here is the running time in my Ryzen 7 1700 8-core 3.00GHz machine with the 1920
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|CSC |60.32s |0.06s |
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|NLM |1600.95s|5.37s |
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|BNF |801.24s |0.75s |
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|CEH |- |0.14s |
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|CEH<sup>*</sup> |- |0.14s |
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|EEH |68.60s |0.24s |
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|FCS |25.07s |0.08s |
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|HSC |56.34s |0.07s |
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|BBC |27.92s |0.03s |
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|End-to-end pipeline|2894.41s|7.82s |
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> <sup>*</sup> CEH module is not included in the official openISP pipeline.
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# Usage
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Clone this repo and run
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All modules in fast-openISP
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reproduce [processing algorithms](https://github.com/cruxopen/openISP/blob/master/docs/Image%20Signal%20Processor.pdf)
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in openISP, except for EEH and BCC modules. In addition, a CEH (contrast enhancement) module with [CLAHE](https://en.wikipedia.org/wiki/Adaptive_histogram_equalization#Contrast_Limited_AHE) is
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added into the pipeline.
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added into the fast-openISP pipeline.
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### EEH (edge enhancement)
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### BCC (brightness & contrast control)
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The official openISP enhances the image contrast by pixel-wise enlarge the difference between pixel values and a
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The official openISP enhances the image contrast by pixel-wise enlarging the difference between pixel values and a
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constant integer (128). In fast-openISP, we use the median value of the whole frame instead of a constant.
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# Parameters
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Tunable module parameters in fast-openISP are differently named from those in openISP, but they are all self-explained,
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and no doubt you can easily tell the counterparts in two repos. All parameters are managed in a yaml configuration file,
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and one yaml for one camera.
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Tunable parameters in fast-openISP are differently named from those in openISP, but they are all self-explained,
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and no doubt you can easily tell the counterparts in two repos. All parameters are managed in a yaml
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in [`./configs`](./configs), one file per camera.
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# Demo
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