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Search results for pytorch image processing

image-processing x

108 search results found

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Kornia ⭐ 9,066

Geometric Computer Vision Library for SpatialAI

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Latex Ocr ⭐ 8,088

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Deeplake ⭐ 7,689

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Mmagic ⭐ 6,566

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pytorch Ssim ⭐ 1,741

pytorch structural similarity (SSIM) loss

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Lightning Bolts ⭐ 1,620

Toolbox of models, callbacks, and datasets for AI/ML researchers.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Dreampower ⭐ 830

DeepNude algorithm fork with improvements.

Transparent Background ⭐ 400

This is a background removing tool powered by InSPyReNet (ACCV 2022)

Fft Conv Pytorch ⭐ 383

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

Pytorch Cyclegan ⭐ 371

A clean and readable Pytorch implementation of CycleGAN

Machine Learning Guide ⭐ 366

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

Deep Exemplar Based Video Colorization ⭐ 329

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)

Ikomiaapi ⭐ 191

Deploy Computer Vision solutions with a few lines of code.

Text2poster Icassp 22 ⭐ 171

Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"

Deprecated Nvidia Gpu Tensor Core Accelerator Pytorch Opencv ⭐ 158

Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy), PyTorch, PyTorch geometric for Graph Neural Networks, TF2, Tensorboard, and OpenCV for accelerated workloads on NVIDIA Tensor cores and GPUs.

Ridcp_dehazing ⭐ 138

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

Starenhancer ⭐ 133

[ICCV 2021 Oral] StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Open Solution Salt Identification ⭐ 120

Open solution to the TGS Salt Identification Challenge

Mirnetv2 ⭐ 113

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Super Image ⭐ 110

State-of-the-art image super resolution models for PyTorch.

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Mantranet Pytorch ⭐ 101

Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch

External Internal Inpainting ⭐ 98

[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Restoring Extremely Dark Images In Real Time ⭐ 86

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Open source Python library for building bioimage analysis pipelines

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

A pytorch implemention of MoCoGAN

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Monai Deploy App Sdk ⭐ 74

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Operation Wise Attention Network ⭐ 74

Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions (CVPR 2019)

Repository of CVPR'22 paper "Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression"

[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

Object Cut ⭐ 62

✂️ Cut the main object of an image automagically

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并

Pytorch In Real Life ⭐ 60

Contains real-life example that can be solved by pytorch

Bicubic_pytorch ⭐ 56

A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.

Robust and Straight-Forward solution for reading difficult and tricky QR codes within images in Python. Powered by YOLOv8

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Giotto Deep ⭐ 55

Deep learning made topological.

Deepvideocs ⭐ 54

PyTorch deep learning framework for video compressive sensing.

Realtime Sudoku Solver ⭐ 50

Solving sudoku puzzles with the help of OpenCV and PyTorch(CNN)

[AAAI 2024] NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement. Project Website https://mv-lab.github.io/nilut/

Semantic Segmentation Pytorch ⭐ 42

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

Pv_defect_detection ⭐ 38

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

Lidia Denoiser ⭐ 38

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Opti_models ⭐ 38

PyTorch optimizations and benchmarking

Classification ⭐ 35

Catalyst.Classification

Focuslitenn ⭐ 35

Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

[ECCV 2022] Multi-Curve Translator for High-Resolution Photorealistic Image Translation

Crack Semantic Segmentation ⭐ 32

Real time crack segmentation using PyTorch, OpenCV and ONNX runtime

Imsearch ⭐ 32

Framework to build your own reverse image search engine

Merged_depth ⭐ 30

Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models

PaQ2PiQ in PyTorch

Library to perform image and video self-supervised learning.

Segmentation ⭐ 27

Catalyst.Segmentation

Image_classification ⭐ 27

🎯 Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Gabornet ⭐ 24

Blended Tiling ⭐ 24

A seamless / blended tiling module for PyTorch, capable of blending any 4D NCHW tensors together

Augmennt ⭐ 22

Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.

Pytorchsteerablepyramid ⭐ 22

PyTorch implementation of the Complex Steerable Pyramid

Coarsenet ⭐ 21

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

Torchaug ⭐ 20

Library to perform efficient vision data augmentations for CPU/GPU per-sample/batched data.

Notebookexplore ⭐ 17

A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched to the ☁️ for use and experimentation. No setup needed, just launch it 🚀

Image super-resolution via dynamic network (CAAI Transactions on Intelligence Technology, 2023)

Acid Chess ⭐ 16

ACID Chess - The Chess Computer for nerds, by nerds.

Centernet Uda ⭐ 16

This repository holds a small framework to evaluate unsupervised domain adaptation methods in combination with a CenterNet object detection network.

[IEEE TIP 2022] Official implementation of MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer

[IEEE TMM 2022] Official implementation of YDTR: Infrared and Visible Image Fusion via Y-shape Dynamic Transformer

Img2video ⭐ 15

[2022-TVCG] Perceptual Quality Assessment of Omnidirectional Images as Moving Camera Videos

Ocrautoscore ⭐ 14

OCR自动化阅卷项目

Lossy Image Compression ⭐ 13

Image Compression using CNN based Autoencoders

Dsen2_cr_pytorch ⭐ 13

DSen2_CR神经网络的pytorch版本

Deep Learning Super Resolution Image Reconstruction Dsir ⭐ 12

Deep-Learning convolutional auto-encoders applied to super-resolution microscopy data to localization image reconstruction.

Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise Coefficient for De-quantization"

(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching

Shape Constrained Network ⭐ 11

This repository contains my implementation of a shape-constrained network which predicts up to 170 FPS

Learning Relationship Aware Visual Features ⭐ 11

Relational Content-Based Image Retrieval (R-CBIR) - Retrieving images with given relationships among objects

Image Processing ⭐ 11

Theoretical algorithm, implementation code and application tools related to image processing

Pttd Dehazing ⭐ 10

Official implementation of "Prompt-based test-time real image dehazing: a novel pipeline".

a python lib for neural networks, file and image processing etc.

One Research Framework To Rule Them All

ACM MM 2023 | Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion

Pytorch Mask Rcnn ⭐ 8

Pytorch Implementation of Instance Segmentation using Mask RCNN

Haircolorchange ⭐ 8

Hair Color Change Using Pytorch Model

Piv_liteflownet Pytorch ⭐ 7

PIV image processing solver using LiteFlowNet model, written in PyTorch as the deep learning framework

Torchvision.transformsbyopencv ⭐ 7

Opencv based implementation of Torchvision.Transforms

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