Fake Image Detection

Quantian’s fake image detection uses advanced facial markers recognition technology to instantly detect the image is fake or real.As images are one of the most common types of media share among users on social media. So, there is a need for monitoring of images contained in social media. It has become easy for individuals and small groups to fabricate these images for suspecious acts.

Deep neural networks have been widely used in various recognition tasks, we also adopt a deep neural network to detect fake images generated by the GANs

We use a fake face image deteckor based on the novel CFFN, consisting of an improved DenseNet backbone network and Siamese network architecture.The cross-layer features are investigated by the CFFN, which used to improve the performance.The pairwise learning approach is used to improve the generalization property of the DeepFD.