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seeing-in-the-dark
★ 13
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ECE Final Year Project
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# Seeing in the Dark Using Deep-Learning Based Computer Vision ECE Final Year Project Implementation of the work produced by Chen et al. https://arxiv.org/abs/1805.01934 Dataset: [Sony](https://storage.googleapis.com/isl-datasets/SID/Sony.zip) (25GB) [Fujifilm](https://storage.googleapis.com/isl-datasets/SID/Fuji.zip) (52GB) Some more [outputs](https://drive.google.com/drive/folders/1vM49_TBXOlz_gdPvMnM6j69_93koBFet?usp=sharing) ## Pipeline A fully convolutional neural network was trained on a dataset of dark short-exposed images and their corresponding bright long-exposed images <img style="float: center;" src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/pipeline.png"> ## Results <p float="left"> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10016_input.png" width="425" height="285"/> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10016.png" width="425" /> </p> <p float="left"> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10032_input.png" width="425" /> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10032.png" width="425" /> </p> <p float="left"> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10034_input.png" width="425" /> <img src="https://github.com/eoinoreilly30/seeing-in-the-dark/blob/master/images/10034.png" width="425" /> </p>
