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deepfakes-classification

Here are 17 public repositories matching this topic...

davide-coccomini / Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection

Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.

deep-learning pytorch convolutional-neural-networks deepfakes dfdc efficientnet faceforensics deepfake-detection deepfake-videos deepfakes-classification deepfake-detection-challenge vision-transformer

Updated Dec 7, 2022
Jupyter Notebook

iliasprc / Deep-Fakes

generative-adversarial-network gan deepfakes deepfake-detection deepfake-videos deepfakes-materials deepfake-dataset deepfakes-classification

Updated Mar 19, 2021

chinmaynehate / DFSpot-Deepfake-Recognition

Determine whether a given video sequence has been manipulated or synthetically generated

deep-neural-networks deep-learning pytorch ensemble-learning transfer-learning fake-news triplet-loss siamese-network deepfakes efficientnet faceforensics deepfakes-classification deepfake-detection-challenge vision-transformers

Updated Oct 21, 2022
Python

AKASH2907 / deepfakes_video_classification

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

deep-learning keras cnn rnn transfer-learning facenet triplet-loss video-classification tsne-plot deepfakes faceforensics face-forensics deepfakes-classification celeb-df

Updated Aug 2, 2024
Python

sksmta / audio-deepfake-detection

Audio deepfake detection sytem on CNN

machine-learning ai deep-learning cnn artificial-intelligence cnn-keras cnn-model cnn-classification deepfake-detection deepfakes-classification audio-deepfake-detection

Updated Aug 18, 2023
Jupyter Notebook

mytechnotalent / deepfake-detector

Deepfake Detector is an AI/ML model designed to detect AI-generated or manipulated images.

machine-learning ai tensorflow machine-learning-algorithms ml artificial-intelligence artificial-neural-networks machinelearning artificial-intelligence-algorithms deepfakes deepfake tensorflow2 deepfake-detection deepfakes-classification deepfakeproof machine-learning-algorithms-from-scratch

Updated Jul 13, 2024
Python

tamlhp / deepfake-benchmark

A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures

benchmark forensics deepfakes deepfake deepfake-detection deepfake-videos deepfake-dataset facial-forgery deepfakes-classification deepfake-generation facial-forensics dual-benchmark

Updated Sep 24, 2024
Jupyter Notebook

alexhaislip / Deepfake_creation

Helpful resources for creating deepfakes.

deepfakes deepfake deepfake-detection deepfake-videos deepfakes-materials deepfake-dataset deepfakes-classification deepfake-detectors deepfake-detection-challenge deepfake-generation

Updated Jul 15, 2021

alexhaislip / DeepFake-Detection

Towards deepfake detection that actually works

deepfakes deepfake deepfake-detection deepfake-videos deepfakes-materials deepfake-dataset deepfakes-classification deepfake-detectors deepfake-detection-challenge deepfake-generation

Updated Jun 8, 2021
Python

OmarFloresPTY / web_detector_deepfake_jic_2023

Prototipo web con TFJS para detectar imágenes falsas "DeepFake" utilizando redes neuronales convolucionales.

python html-css-javascript inteligencia-artificial mobilenetv2 tensorflowjs deepfakes-classification

Updated Aug 8, 2023
HTML

TanguiS / deepfakes-detection-icpr

A deepfake detection / classificatrion using CNNs models with PyTorch lib based on the ICPR2020 project.

python cnn pytorch cnn-classification pytorch-cnn deepfake-detection deepfakes-classification

Updated Aug 9, 2023
Jupyter Notebook

Sharvil97 / DeepFake_Detection_ScatterNet

Deep fake detection of videos utilizing scatternet layers.

deepfakes deepfake-detection deepfakes-classification

Updated May 28, 2023
Python

TanguiS / deepfake-detection-cnn

A deepfake detection / classificatrion using CNNs models with Keras and Tensorflow lib.

python cnn cnn-keras deepfake-detection deepfakes-classification

Updated Jul 28, 2023
Python

dvpinho / RealFakeFaces

Classification of real-fake faces using neural networks.

python machine-learning computer-vision deep-learning classification convolutional-neural-networks deepfakes deepfake-detection deepfakes-classification real-fake-faces

Updated Aug 25, 2022
Jupyter Notebook

sakhan-1111 / ArtiFace

ArtiFace: A dataset for deepfake detection

security deep-learning transformers dnn dataset identity-verification face-recognition image-dataset transfer-learning gans computational-modeling deepfakes law-enforcement deepfakes-classification deepfakes-detection real-vs-fake social-networking-dataset

Updated Nov 22, 2024
Python

rshinde03 / Deep-Fake-Image-Classification-using-Deep-Convolutional-GAN

As the crime rates have increased due to fake images and videos, it has become the need of the hour today to build technologies that could identify these threats and protect us from any potential scams. This project aims to implement a DCGAN (Deep Convolutional Generative Adversarial Network) to generate "fake" images based on an existing datase…

deep-neural-networks deep-learning gans adversarial-networks adversarial-learning dcgans deepfakes deepfakes-classification

Updated May 27, 2021

OmarFloresPTY / detector_deepfake_JIC

Prototipo de escritorio para detectar imágenes falsas "DeepFake" utilizando MobileNetV2

machine-learning deep-learning python3 mobilenetv2 deepfakes-classification deepfakes-detection vision-artificial

Updated Jul 15, 2023
Python

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