{"repo":"cchen156/Learning-to-See-in-the-Dark","free":true,"listed":false,"github":"https://github.com/cchen156/Learning-to-See-in-the-Dark","clone":"git clone https://github.com/cchen156/Learning-to-See-in-the-Dark.git","description":"Learning to See in the Dark. CVPR 2018","language":"Python","stars":5563,"topics":["python","rawpy","tensorflow"],"license":"MIT","category":"machine-learning","readme_excerpt":"Learning-to-See-in-the-Dark This is a Tensorflow implementation of Learning to See in the Dark in CVPR 2018, by Chen Chen, Qifeng Chen, Jia Xu, and Vladlen Koltun. Project Website Paper This code includes the default model for training and testing on the See-in-the-Dark (SID) dataset. Demo Video https://youtu.be/qWKUFK7MWvg Setup Requirement Required python (version 2.7) libraries: Tensorflow ( =1.1) + Scipy + Numpy + Rawpy. Tested in Ubuntu + Intel i7 CPU + Nvidia Titan X (Pascal) with Cuda ( =8.0) and CuDNN ( =5.0). CPU mode should also work with minor changes but not tested. Dataset Update Sep, 2025: We got signicant bills from Google storage. Please download the data manually and save a copy locally. Avoid re-downloading the data per experiment run. The download script is removed. Thank you! Update Aug, 2018: We found some misalignment with the ground-truth for image 10034, 10045, 10172. Please remove those images for quantitative results, but they still can be used for qualitative evaluations. You can download it directly from Google drive for the Sony (25 GB) and Fuji (52 GB) sets. There is download limit by Google drive in a fixed period of time. If you cannot download because of this, try these links: Sony (25 GB) and Fuji (52 GB). New: we provide file parts in Baidu Drive now. After you download all the parts, you can combine them together by running: \"cat SonyPart Sony.zip\" and \"cat FujiPart Fuji.zip\". The file lists are provided. In each row, there are a short-expo","default_branch":null,"files":null,"tree":[],"storefront":"/r/cchen156","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cchen156/Learning-to-See-in-the-Dark/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}