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Reserved Domains
parakh.xyz•pixpect.xyz
Project OverviewDataset: FaceForensics++

Deepfake Face Detection System

A specialized platform engineered to detect deep fake pictures, morphed images, and synthetic or AI-manipulated video frames. The system applies a binary classification model to distinguish between authentic and manipulated facial media. For video streams, it sequentially inspects frames, aggregates confidence scores, and highlights segments that appear suspicious.

Binary Classification

Distinguishes authentic from manipulated faces with confidence scoring.

Temporal Frame Aggregation

Sequentially parses MP4 frames to isolate high-risk video segments.

Attention Heatmaps

Visualises spatial facial regions influencing model predictions.

Robustness Evaluation

Resilience testing across JPEG compression and Gaussian blur.

MnM Developers
Our Developers
8 Members
Agrima Tripathi
Agrima TripathiTechnical Writer
Anurag Verma
Anurag VermaFrontend Developer
Nishu Kumari
Nishu KumariFrontend Developer
Shivang Saxena
Shivang SaxenaBackend & Auth
Tanu Thakur
Tanu ThakurBackend, Database & Auth
Yash Gupta
Yash GuptaFrontend Developer
Charvi Goyal
Charvi GoyalData Science & Database
Aditya Verma
Aditya VermaAI/ML & Backend

Parakh Deepfake & Synthetic Media Detection System

Parakh is an advanced artificial intelligence platform developed under the Pixpect brand by MnM Developers, engineered to detect deepfake images, manipulated facial videos, and synthetic generative media. Operating with a high-accuracy binary classification model trained and benchmarked against FaceForensics++, Parakh identifies subtle pixel distortions, frequency-domain anomalies, and facial boundary artifacts.

Core Detection Methodologies

Benchmarked Facial Forgery Techniques

Deepfakes
Autoencoder-based facial replacements and neural synthesis.
Face2Face
Real-time facial reenactment and expression transfer.
FaceSwap
Graphics-based 3D face swapping and blending pipelines.
NeuralTextures
Neural rendering manipulation altering facial expressions and mouth movements.

Frequently Asked Questions

What is Parakh?
Parakh is a specialized deepfake detection and synthetic media verification system designed to protect visual integrity online.
What are the official domains for the project?
The project domains are parakh.xyz and pixpect.xyz.
Who is developing the Parakh platform?
Parakh is engineered by MnM Developers: Aditya Verma (AI/ML & Backend), Charvi Goyal (Data Science & Database), Agrima Tripathi (Technical Writer), Anurag Verma (Frontend Developer), Nishu Kumari (Frontend Developer), Shivang Saxena (Backend & Auth), Tanu Thakur (Backend, Database & Auth), and Yash Gupta (Frontend Developer).