Road Xu's starred repositories

CAT-Net

Official code for CAT-Net: Compression Artifact Tracing Network. Image manipulation detection and localization.

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TruFor

TruFor

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RECCE

[CVPR2022] End-to-End Reconstruction-Classification Learning for Face Forgery Detection

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Lie-Group-Motion-Prediction

Code for CVPR2019 Towards Natural and Accurate Future Motion Prediction of Humans and Animals

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DCPose

This is an official implementation of our CVPR 2021 paper "Deep Dual Consecutive Network for Human Pose Estimation" (https://openaccess.thecvf.com/content/CVPR2021/papers/Liu_Deep_Dual_Consecutive_Network_for_Human_Pose_Estimation_CVPR_2021_paper.pdf)

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numpy-ml

Machine learning, in numpy

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CISDL-DMAC

Adversarial Learning for Constrained Image Splicing Detection and Localization based on Atrous Convolution

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

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Python

All Algorithms implemented in Python

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pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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cobnet

convolution oriented boundaries (pytorch)

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Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

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pose-adv-aug

Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)

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ConvCRF

This repository contains the reference implementation for our proposed Convolutional CRFs.

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ssn_superpixels

Superpixel Sampling Networks (ECCV2018)

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FCN-with-CRF-post-processing

Pytorch based implemenatation of Fully Convolutional Networks

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tensorflow-model-zoo.torch

InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch

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SENet.mxnet

:fire::fire: A MXNet implementation of Squeeze-and-Excitation Networks (SE-ResNext, SE-Resnet, SE-Inception-v4 and SE-Inception-Resnet-v2) :fire::fire:

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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image-splicing-localization

image splicing locailzation using CNN

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