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deep_learning_object_detection

A paper list of object detection using deep learning.

deepguidedfilter

Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018

deepiqa

NR and FR IQA models based on Deep Convolutional Neural Networks

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

deepvog

Pupil segmentation and gaze estimation using fully convolutional neural networks

deft

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

deligan

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dfdnet

Blind Face Restoration via Deep Multi-scale Component Dictionaries (ECCV 2020)

dhde_cvpr17

A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation

differnet

This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows" by Marco Rudolph, Bastian Wandt and Bodo Rosenhahn.

diffusion

Denoising Diffusion Probabilistic Models

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

docdiff

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

dogs_vs_cats

drrn_cvpr17

Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"

east

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

east-1

A tensorflow implementation of EAST text detector

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

een

EEN: Error Encoding Network

efficientnet-pytorch

A PyTorch implementation of EfficientNet

emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

epicflow

A Matlab wrapper for EpicFlow

eyelike

A webcam based pupil tracking implementation.

face-parsing.pytorch

Using modified BiSeNet for face parsing in PyTorch

facenet

Face recognition using Tensorflow

facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

faceqnet

FaceQnet: Quality Assessment for Face Recognition based on Deep Learning