Notes of CV

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RNN

浏览 110 扫码 分享 2023-11-26 17:39:18

    A friendly introduction to recurrent neural networks。讲的不错，但是还不够
    https://www.youtube.com/watch?v=UNmqTiOnRfg

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    • 书签
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    • Basic Knowledge
      • [ELF]ELF: An Early-Exiting Framework for Long-Tailed Classification
      • [GENet]Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
      • [carafe]CARAFE: Content-Aware ReAssembly of FEatures
      • 深度学习中的优化方法
      • PatchGAN理解
      • [CA]Coordinate Attention for Efficient Mobile Network Design
      • [RepVGG]RepVGG: Making VGG-style ConvNets Great Again
    • Guided Filter
      • Guided Image Filtering
      • Fast End-to-End Trainable Guided Filter
    • Image Generation
      • Revisiting Global Statistics Aggregation for Improving Image Restoration
      • [StarGAN v2]StarGAN v2: Diverse Image Synthesis for Multiple Domains
      • [HRNet]Deep High-Resolution Representation Learning for Visual Recognition
      • [MobileStyleGAN]MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
      • [HDRNet]Deep Bilateral Learning for Real-Time Image Enhancement
      • [stylegan]A Style-Based Generator Architecture for Generative Adversarial Networks
      • [StyleGAN2]Analyzing and Improving the Image Quality of StyleGAN
      • [PSFR-GAN]Progressive Semantic-Aware Style Transformation for Blind Face Restoration
      • [DFDNet]Blind Face Restoration via Deep Multi-scale Component Dictionaries
      • [MIRNet]Learning Enriched Features for Real Image Restoration and Enhancement
      • VAE笔记
      • Image Restoration的简单整理
      • Bringing Old Photos Back to Life
      • PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
      • styleGAN2扩展：从真实人脸中提取图像的latent code
      • U-Net Training with Instance-Layer Normalization
      • InstaGAN:Instance-Aware Image To Image Translation
      • [CycleGAN]Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
      • Image Processing Using Multi-Code GAN Prior
      • GANILLA: Generative Adversarial Networks for Image to Illustration Translation
      • One-Shot Domain Adaptation For Face Generation
      • [CPGAN]Copy and Paste GAN: Face Hallucination from Shaded Thumbnails
      • 美图MTlab人像画质修复技术
      • [FormNet]FormNet: Formatted Learning for Image Restoration
      • [EnlightenGAN]EnlightenGAN: Deep Light Enhancement without Paired Supervision
      • When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach
      • s-LWSR: Super Lightweight Super-Resolution Network
      • bilateral guided upsampling
      • [FabSoften]Face Beautification via Dynamic Skin Smoothing, Guided Feathering, and Texture Restoration
      • [LPTN]High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network
      • [MPRNet]Multi-Stage Progressive Image Restoration
      • [HINet]HINet: Half Instance Normalization Network for Image Restoration
    • Stylization
      • White-box-Cartoonization: Learning to Cartoonize Using White-box Cartoon Representations
    • Metric
      • focal loss
      • The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
    • Detection
      • MobileNetV2-SSDLite代码分析
        • MobileNetV2-SSDLite运行
        • MobileNetV2-SSDLite代码分析-test
        • MobileNetV2-SSDLite代码分析-models-mobilenet_v2
        • MobileNetV2-SSDLite代码分析-ssd
        • MobileNetV2-SSDLite代码分析-train
        • MobileNetV2-SSDLite代码分析-VOC Dataset
        • MobileNetV2-SSDLite代码分析-loss
      • yolov3代码探究
        • yolov3代码探究-utils.py
        • yolov3代码探究-dataset.py
        • yolov3代码探究-train.py
        • yolov3代码探究-models.py
    • Lightweight Model
      • [SplitSR] An End-to-End Approach to Super-Resolution on Mobile Devices
      • [MobileNet]MobileNet理解
      • Learning Versatile Filters for Efficient Convolutional Neural Networks
    • ReID
      • PCB_RPP_reID分析
    • RNN
    • Traditional Algorithm
      • Haar小波变换的原理及其实现
    • Metrics
      • 图像评价指标PSNR和SSIM
      • 图像检测评价指标mAP
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