NYU DS-UA 301 Final Project
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Sep 2, 2024 - Jupyter Notebook
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image-manipulation-detection
Here are 13 public repositories matching this topic...
Academic group project undertaken as part of a class.
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Jun 10, 2023 - Jupyter Notebook
Employ deep learning and transfer learning techniques to classify images as "fake" or "real," ensuring authenticity preservation.
python
deep-learning
tensorflow
scikit-learn
keras
image-classification
matplotlib
convolutional-neural-networks
transfer-learning
data-preprocessing
vgg16
image-manipulation-detection
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May 7, 2024 - Jupyter Notebook
Fake Image Detection Using Machine Learning
machine-learning
deep-learning
image-processing
image-manipulation
image-classification
image-manipulation-detection
fake-image-detection
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Sep 2, 2020 - Jupyter Notebook
Flask Web Interface to deploy ManTraNet and BusterNet for testing image manipulations
flask
image-processing
image-manipulation
keras-tensorflow
image-procesing
image-manipulation-detection
cmfd
mantranet
busternet
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Jan 24, 2020 - Jupyter Notebook
[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy
image-splicing-detection
aaai
oral
image-manipulation-detection
image-harmonization
deep-image-harmonization
inharmonious-region-localization
aaai2022
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Mar 17, 2024 - Python
Corrections of resolution issue for common image manipulation localization datasets. (CASIA, Coverage, IMD2020)
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Mar 19, 2024
[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.
image-splicing-detection
image-manipulation-detection
image-harmonization
deep-image-harmonization
inharmonious-region-localization
icme2021
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Feb 14, 2024 - Python
Resolves severe noise in the widely spread CASIA2.0 dataset ground-truth for Image Manipulation Detection
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Mar 19, 2024
[ECCV 2022] TAFIM: Targeted Adversarial Attacks against Facial Image Manipulation
computer-vision
deep-learning
generative-adversarial-network
image-manipulation
image-translation
eccv
adversarial-attacks
deepfakes
image-manipulation-detection
deepfake-detection
stylegan2
styleclip
eccv2022
eccv-2022
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Dec 12, 2022 - Python
[NeurIPS'24 Spotlight] A comprehensive benchmark & codebase for Image manipulation detection/localization.
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Oct 19, 2024 - Python
🏞 Steganography-based image integrity - Merkle tree nodes embedded into image chunks so that each chunk's integrity can be verified on its own.
go
golang
image
blockchain
image-processing
hash
chunk
steganography
image-manipulation
merkle-tree
hacktoberfest
golang-application
merkle-hash-trees
merkletree
image-manipulation-detection
merkle-nodes
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Sep 20, 2021 - Go
Official code for CAT-Net: Compression Artifact Tracing Network. Image manipulation detection and localization.
jpeg
forensics
image-forensics
image-splicing-detection
discrete-cosine-transform
forgery-detection
image-manipulation-detection
image-forgery-detection
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Jun 11, 2024 - Python
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