mansipatel2508 / Image-Forgery-Detection-CNN-vs-Transfer-Learning-Comparison
The binary classification problem focused on first IEEE Image forensics challenge-phase 1, to predict the given image is pristine or manipulated/edited/fake. Comparing CNN & Transfer Learning models for the problem and boosting the performance by feature extraction
☆14Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Image-Forgery-Detection-CNN-vs-Transfer-Learning-Comparison
- 基于论文Learning Rich Features for Image Manipulation Detection的学习与代码详解☆19Updated 4 years ago
- FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network. (IFIP-SEC 2020)☆32Updated 3 years ago
- 🌹2019年CVPR论文：ManTra-Net: Manipulation Tracing Network For Detection And Localization of Image Forgeries With Anomalous Features☆36Updated last year
- ☆28Updated 2 years ago
- Implementation of "Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries" paper.☆100Updated 4 years ago
- Code for "A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection"☆30Updated last year
- ☆32Updated 3 years ago
- In this repository there are implementations of many Copy-Move forgery detection (CMFD) methods.☆46Updated 6 years ago
- A collection of deep learning approaches and datasets publicly available for image forgery and deepfakes detection☆57Updated 4 years ago
- MantraNet implemented by pytorch☆15Updated 4 years ago
- Code for Paper "Image Forgery Detection and Localization via a Reliability Fusion Map"☆78Updated 3 years ago
- ☆63Updated 6 years ago
- A tensorflow implementation of paper "A Deep Learning Approach To Universal Image Manipulation Detection Using A New Convolutional Layer"☆15Updated 5 years ago
- Unofficial implementation of ManTra-Net (CVPR 2019) with Pytorch including training code. The original paper is a model implemented by ke…☆27Updated last year
- Groundtruth images of tampering dataset CASIA 2.0☆146Updated 2 years ago
- Based on Learning-rich-features-for-image-manipulation-detection☆42Updated 4 years ago
- A model to detecd Image splicing forgeries based on the VGG16 pre-trained model☆17Updated 6 years ago
- Official repository for "RRU-Net: The Ringed Residual U-Net for Image Splicing Forgery Detection" (CVPRW 2019)☆107Updated last year
- Image Forgery Detection using Deep Learning, implemented in PyTorch.☆58Updated 2 years ago
- JPEG forgery detection and localization with support vector machines and mode-based first digit features.☆12Updated 4 years ago
- Implementation of "Copy Move Source-Target Disambiguation through Multi-Branch CNNs" by Mauro Barni, Quoc-Tin Phan, Benedetta Tondi☆14Updated 2 years ago
- ☆159Updated 2 years ago
- Tampering detection related sources☆39Updated 5 years ago
- Tianchi Competition "Forgeries and Forensics" Track 2☆67Updated last year
- Detection of copy-move forgeries in images using image-signal representation methods☆11Updated 6 years ago
- Noiseprint, a CNN-based camera model fingerprint☆133Updated last year
- Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch☆116Updated 2 months ago
- Code for paper "Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection"☆42Updated 4 years ago
- ☆105Updated last year
- image splicing locailzation using CNN☆23Updated 4 years ago