AI Content Detection Transformer Models

Tools for detecting AI-generated content (text, images, video) and identifying synthetic/manipulated media. Does NOT include content generation, deepfake creation, or code analysis unrelated to AI-generation detection.

There are 10 ai content detection models tracked. 2 score above 50 (established tier). The highest-rated is DadaNanjesha/AI-Text-Humanizer-App at 55/100 with 189 stars.

Get all 10 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=ai-content-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Model Score Tier
1 DadaNanjesha/AI-Text-Humanizer-App

Transform AI-generated text into formal, human-like, and academic writing...
55
Established
2 Imalwayshere/Open-Detector

BERT-based AI-generated academic text detection model
50
Established
3 HacktivSpace/multidisciplinary-deepfake-detection

A solution for deepfake detection across multiple modalities, including...
35
Emerging
4 davide-coccomini/MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection

Code for Video Deepfake Detector from "MINTIME: Multi-Identity...
34
Emerging
5 iamjr15/Ensemble-AI-Text-Detection

This project detects AI-generated text using an ensemble of classifiers:...
22
Experimental
6 Polymath-Saksh/DeitFake

DeepFake Detection Model with a Self-Trained Data Efficient Image Transformers model.
21
Experimental
7 Arpangpta/AlgoD-CodeStructure-Identifier

Identify algorithmic structures in source code using Abstract Syntax Trees...
18
Experimental
8 UtpaL2102/Dark-Pattern-detector

DPdetector is a browser extension that detects dark patterns in ads without...
13
Experimental
9 AngadiRanjeeta/ai-code-plagiarism-detector

Hybrid AI system combining semantic embeddings and AST structural similarity...
13
Experimental
10 justFaris/ai_generated_text_detection_model

A robust AI-generated text detection system based on fine-tuned DistilBERT....
12
Experimental