本项目采用多种深度学习算法实现对图像的多种修复操作，为用户提供方便易用的深度学习图像修复体验。本项目主要使用real-ESRGAN与deblur等生成对抗网络模型实现图像的超分辨率、模糊矫正以及其他十项功能，采用python的Flask框架作为后端，js结合ajax作为前端，通过网络请求实现各种图像修复算法的上线功能。本项目还可用于深度学习所需数据集的预处理，为此系统特设立一键处理功能，用户上传图像数据集后，系统将对图像进行旋转裁切，以做到扩充数据集的功能。接着使用图像修复功能，对这些扩充图片的细节进行修复，实现无损扩充数据集，能够有效提升模型拟合程度，对于个人小数据集训练有着极大的帮助。
☆18Apr 28, 2023Updated 3 years ago
Alternatives and similar repositories for Deep_learning_image_processing
Users that are interested in Deep_learning_image_processing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于生成对抗网络的图像超分辨率重建的简单代码实现☆15Nov 25, 2022Updated 3 years ago
- ☆13Jul 28, 2024Updated last year
- ☆13Jul 3, 2024Updated last year
- 基于数字图像处理和深度学习的图像质量提升 使用PRIDNet 和SRCNN 进行去噪和超分. 用 SpringBoot+Mybatis plus+Vue进行界面和后端设计☆20May 7, 2024Updated 2 years ago
- SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions https://arxiv.org/abs/23…☆15Jan 12, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Jul 5, 2024Updated last year
- My own scripts☆13Nov 8, 2023Updated 2 years ago
- [Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration☆49Jun 17, 2024Updated last year
- IJCAI 2019 : "MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting"☆19Sep 20, 2019Updated 6 years ago
- [ICCV 2023] The datasets and code used in our paper "Foreground Object Search by Distilling Composite Image Feature", ICCV2023.☆22Mar 15, 2026Updated 2 months ago
- [ACM Multimedia 2022] Delving Globally into Texture and Structure for Image Inpainting☆31Jul 4, 2024Updated last year
- [ICIP 2022] Code and datasets of paper 'Reference-Guided Texture and Structure Inference for Image Inpainting'☆38Feb 26, 2025Updated last year
- https://arxiv.org/abs/2104.13464☆37Jan 31, 2025Updated last year
- Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……☆222Jun 25, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ECCV22] Unbiased Multi-Modality Guidance for Image Inpainting☆33Aug 7, 2022Updated 3 years ago
- NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN☆40Mar 24, 2023Updated 3 years ago
- NTIRE 2022 - Image Inpainting Challenge☆49Jun 21, 2022Updated 3 years ago
- Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)☆345Jul 6, 2025Updated 10 months ago
- Implementation for Context-Gated Convolution☆60Nov 5, 2021Updated 4 years ago
- ☆63Jan 27, 2021Updated 5 years ago
- [IJCAI'21] Code for Context-Aware Image Inpainting with Learned Semantic Priors,☆57Dec 9, 2021Updated 4 years ago
- [ICCV 2021] WaveFill: A Wavelet-based Generation Network for Image Inpainting☆62Sep 14, 2021Updated 4 years ago
- [WACV 2023] Image Completion with Heterogeneously Filtered Spectral Hints☆70Mar 28, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆68Jul 27, 2021Updated 4 years ago
- Pytorch Re-implementation of "Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting"(CVPR 2020 Oral)☆78Jun 22, 2022Updated 3 years ago
- ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions (SIGGRAPH 2022 - Journal Track)☆112May 25, 2022Updated 3 years ago
- Go File Processing Framework.☆138Aug 7, 2019Updated 6 years ago
- 该资源是作者在华为云撰写且免费开源《从零到壹Python图像处理及识别》电子书和源代码，全书648页48章，涵盖图像处理、图像识别和图像增强，基础入门书籍希望对大家有所帮助，且看且珍惜~☆225Sep 19, 2025Updated 8 months ago
- Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)☆101Jul 25, 2019Updated 6 years ago
- This is the official repo for TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations at CVPR…☆102Aug 5, 2021Updated 4 years ago
- [CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck☆109Jan 9, 2023Updated 3 years ago
- code for "Adversarial Feature Learning"☆240Jul 12, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆112Mar 23, 2023Updated 3 years ago
- 多平台统 一消息推送系统。 一个接口触达多平台（包括微信公众号、企业微信、钉钉、邮箱等任何想的到平台，都能一个接口一次推送；极简的代码调用，极大减少业务方消息推送的代码量）☆110Oct 12, 2021Updated 4 years ago
- 小米有品&京东茅台抢购☆82Apr 24, 2024Updated 2 years ago
- 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022☆158Jan 5, 2024Updated 2 years ago
- ☆82Oct 16, 2022Updated 3 years ago
- The official pytorch code of PD-GAN: Probabilistic Diverse GAN for Image Inpainting (CVPR 2021)☆149Aug 18, 2022Updated 3 years ago
- [WACV 2023] Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand☆196Apr 3, 2024Updated 2 years ago