fake-image-detection

There are 8 repositories under fake-image-detection topic.

ZhendongWang6 / DIRE
[ICCV 2023] Official implementation of the paper: "DIRE for Diffusion-Generated Image Detection"
diffusion-model fake-image-detection image-forensics
Language:Python 208
agusgun / FakeImageDetector
Image Tampering Detection using ELA and CNN
fake-image-detection image-tampering-detection image-classification error-level-analysis convolutional-neural-networks deep-learning
Language:Jupyter Notebook 175
davide-coccomini / Detecting-Images-Generated-by-Diffusers
clip convolutional-neural-networks diffusion-models fake-image-detection vision-transformer
Language:Jupyter Notebook 36
z1311 / Image-Manipulation-Detection
Classifies a given image as authentic or tampered by doing two levels of analysis. Implemented using PyTorch.
computer-vision cv python fake-image-detection fake-images pytorch deep-learning neural-networks error-level-analysis metadata
Language:Jupyter Notebook 19
z1311 / Fake-Aadhaar-Detection
Classifies a given aadhaar image to real or fake by doing two levels of analysis.
ela error-level-analysis fake fake-image-detection fake-images image-processing lbph metadata opencv opencv-python opencv2 python python27 signatures
Language:Python 15
Shivangraj / Digital-Fake-Image-Detection-Based-on-ANN-and-ML
Designed an ANN-based system which will identify and classify the morphed images By processing through ELA
python ela machine-learning cnn-model error-level-analysis fake-image-detection
Language:Jupyter Notebook 6
Jeonghan57 / A-Study-on-Patch-Wise-Deepfake-Image-Detection
패치 기반 딥페이크 영상 검출에 관한 연구
deep-learning cnn pytorch xception patch-wise-training ffhq-dataset fake-image-detection stylegan2 progan lsun-dataset celeba-dataset
Language:Python 3
Jeonghan57 / CNN-Based-Fake-Image-Identification-with-Improved-Generalization
일반화 능력이 향상된 CNN 기반 위조 영상 식별
cnn computer-vision deep-learning fake-image-detection gan generalization generative-adversarial-network image-forensics pytorch
Language:Python 2
Jeonghan57 / Fake-Image-Detection-Using-Color-Disparities-and-Neural-Networks
색상 차이와 신경망을 이용한 위조 이미지 검출
cnn color-disparities deep-learning fake-image-detection generative-adversarial-network matlab-image-processing-toolbox pytorch transfer-learning
Language:Python 2
roytravel / pattern-recognition
Pattern recognition - machine learning from scratch
pattern-recognition principal-component-analysis convolutional-neural-networks recurrent-neural-networks manifold-learning multilayer-perceptron fake-image-detection
Language:Jupyter Notebook 2
Torak28 / Image-manipulation-detection
Fake Image Detection Using Machine Learning
machine-learning deep-learning image-classification fake-image-detection image-processing image-manipulation image-manipulation-detection
Language:Jupyter Notebook 2
vinnik-dmitry07 / fake-image-detection
beit-3 fake-image-detection pytorch-lightning artifact-dataset
Language:Jupyter Notebook 2
Dvuglaf / fake_image_detection
deep-learning error-level-analysis fake-image-detection keras mobilenetv2 pytorch qt5
Language:Python 1
XBACTYN / Fake-image-detector-agregator-NN-
Separates real and fake images
deep-neural-networks ela fake fake-image-detection python error-level-analysis fake-images metadata
Language:Python 1
itsaniketdubey / PixelGuard
Image Tampering Detection WebApp made with Flask
cnn error-level-analysis fake-image-detection flask flask-sqlalchemy image-tampering image-tampering-detection
Language:JavaScript