mesonet

"MesoNet: a Compact Facial Video Forgery Detection Network" (D. Afchar, V. Nozick) - IEEE WIFS 2018

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

Retrieve mesonet weather data as Polars DataFrames from Synoptic's Weather API.

Learning a Deep Dual-level Network for Robust DeepFake Detection

A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper available at https://arxiv.org/abs/1809.00888

This repository encompasses deep learning and machine learning models designed for real-time deepfake detection and the prediction of image manipulation presence.

Deepfake detection algorithms

1. ELA method 2.Noise Analysis 3.MesoNet

Hamster is a Python library for deepfake detection using a pretrained MesoNet model.

A Django REST API to get results from MesoNet (https://github.com/MalayAgarwal-Lee/MesoNet-DeepFakeDetection), a DeepFake detector

A multi-layered biometric authentication system featuring real-time deepfake detection, liveness checks, and face recognition to prevent spoofing attacks.

Deep Fake detection training examples

Generalized flood monitoring system with multi-source data ingestion (USGS, USACE, ASOS), hydrological zone-based spatial analysis, and real-time alerting with dynamic configuration. Built in Rust , supported by Python.

FastAPI-based deepfake video detector combining MesoNet and Temp-D3 for research and experimentation.

Deepfake video detection using MobileNet and MesoNet CNNs with LSTM for temporal feature analysis across FaceForensics++, Celeb-DF, and DFDC datasets.