AI Generated Image Detection ML Frameworks
Tools and models for detecting AI-generated or synthetic images versus authentic photographs. Includes classifiers using deep learning (CNNs, ResNets), forensic features (ELA, PRNU, FFT), and deployed applications. Does NOT include general image classification, deepfake video detection, or other synthetic media beyond still images.
There are 12 ai generated image detection frameworks tracked. 1 score above 70 (verified tier). The highest-rated is google/magika at 73/100 with 10,151 stars. 1 of the top 10 are actively maintained.
Get all 12 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ai-generated-image-detection&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
google/magika
Fast and accurate AI powered file content types detection |
|
Verified |
| 2 |
meilfang/LMFD-PAD
Learnable Multi-level Frequency Decomposition and Hierarchical Attention... |
|
Emerging |
| 3 |
2spi/ai-v-real
Real/AI Generated Image Classifier |
|
Emerging |
| 4 |
athen-lab/mai
Multilayer Authenticity Identifier (MAI), a CNN model that attempts to... |
|
Experimental |
| 5 |
Saranya-T-S/AI-Image-Detector
Deep learning-based system to detect AI-generated images using ELA, PRNU,... |
|
Experimental |
| 6 |
Linear-Fox-Labs/DePixel
Distinguish between real and AI-generated images. |
|
Experimental |
| 7 |
Shrutika217/Real-vs-AI-Images-Detection
Machine learning project that distinguishes real vs AI-generated images... |
|
Experimental |
| 8 |
Alibubere/RealArt_vs_AIArt
A deep learning project to classify images as real or AI-generated using a... |
|
Experimental |
| 9 |
tegridydev/Face-Based-Attention-Circuits
Face-Based Attention Circuits (FBAC): A Theoretical Framework for... |
|
Experimental |
| 10 |
muddykat-tech/Artifical-Image-Detection
A quick investigation into the practicality of using CNNs to detect AI... |
|
Experimental |
| 11 |
voglerdaniel/IsItCap
ISITCAP?: Identification of Synthetic Images Through Convolutional... |
|
Experimental |
| 12 |
lucasjvds/IsVoldemortAGorilla
This project investigates bias in image classification AI models,... |
|
Experimental |