eremo2002

DeepRFT

The code for 'Intriguing Findings of Frequency Selection for Image Deblurring' and 'Deep Residual Fourier Transformation for Single Image Deblurring'

MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Image_Preprocessing_Techniques

image-preprocessing-techniques

RicianNet

MRI denoising used RicianNet

RicianNoiseEst_3DMRI_BenfordsLaw

SADNet

Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"

MS-SSIM_L1_LOSS

Pytorch implementation of MS-SSIM L1 Loss function

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

pytorch-ssim

pytorch structural similarity (SSIM) loss

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

opencv4cvml

"OpenCV 4로 배우는 컴퓨터 비전과 머신 러닝" (길벗, 2019) 책 소스 코드입니다.

multi-scale-training

multi-scale training in pytorch

dipy

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

udvd

Unsupervised Deep Video Denoising, ICCV 2021

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

AYolov2

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

pytorch-template

PyTorch deep learning projects made easy.

centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

Save-Load-MaskRCNN-model

This is an attempt at solving the issue with saving and loading MaskRCNN model.

Mask_RCNN

Mask R-CNN modified to run on TensorFlow 2

koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

mrcnn_serving_ready

🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI

pytorch-mask-rcnn

Yolact_minimal

Minimal PyTorch implementation of YOLACT.

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

PyTorch-Deformable-Convolution-v2

Don't feel pain to use Deformable Convolution