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IntermediateKinD. Kindling the Darkness: a Practical Low-light Image Enhancer
β 345KinD_plus. Beyond Brightening Low-light Images
β 326Retinexformer. "Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023 Top-10 Cited π) & (NTIRE 2024 Runner-Up π) & (NTIRE 2025 Winner π) & (NTIRE 2026 Winner π)
β 1.5kCLIP-LIT. [ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
β 351IDR. Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)
β 131StableLLVE. Learning Temporal Consistency for Low Light Video Enhancement from Single Images (CVPR2021)
β 164Semantic-Segmentation-Suite. Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
β 2.5kDeepLab-v3-plus-cityscapes. mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
β 191DeepLearning. ζ·±εΊ¦ε¦δΉ ε ₯ι¨ζη¨, δΌη§ζη« , Deep Learning Tutorial
β 18kSingleHDR. [CVPR 2020] Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
β 599ExCNet. Jupyter Notebook
β 7srgan. SRGAN implemetation with TensorFlow
β 82Low-Light. Low light & Unpair training
β 74ViDeNN. ViDeNN - Deep Blind Video Denoising
β 248EnlightenGAN. [IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
β 1.1kRetinexNet. A Tensorflow implementation of RetinexNet
β 793Bovik_NIQE_SPL2013. Matlab
β 42