Nozomi's starred repositories
noiseprint-pytorch
Implementation of the famous Camera Noise Fingerprint "NoisePrint" in Pytorch
Constrained-R-CNN
A general image manipulation detection model.
forgery_localization_HLED
Implementation of "Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries" paper.
Image-Forgery-Datasets-List
Available datasets for training and testing the method about Image Forgery Detection and Localization
SAN_and_HDU-Net
Official repository for "Image splicing forgery detection by combining synthetic adversarial networks and hybrid dense U‐net based on multiple spaces"
MMFusion-IML
Code and trained models for our paper: K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024.
FakeImageDetector
Image Tampering Detection using ELA and CNN
CASIA2.0-Corrected-Groundtruth
Resolves severe noise in the widely spread CASIA2.0 dataset ground-truth for Image Manipulation Detection
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
DMimageDetection
On the detection of synthetic images generated by diffusion models
Plug-and-Play
深度学习中各种即插即用小模块
diffusion-model-deepfake-detection
[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes
CNNDetection
Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/
Deepfake-detection-model-based-on-fake-attributes-shown-in-image-video
[paper] Deepfake detection model based on fake attributes shown in image/video
A-Diffusion-CNN-model-for-DeepFake-Image-Detection
A diffusion could unveil deepfakes. We simulate the diffusion of the inherent structure of deepfake images seeking for patterns throughout this process. Our diffusionnetwork iteratively adds noise to the input image until it almost becomes pure noise. Subsequently, we aim to extract patterns from final state and all transient-stages of diffusion.
FakeImageDetection
Official implementation of "Frequency Masking for Universal DeepFake Detection" Accepted to ICASSP2024
GAN-detector
Fake image detection model that can also classify which GAN was used to generate the fake images
ManTraNet-pytorch
Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch