WeAreDevelopers LIVE • Dec 7, 2021

Unboxing the DeepFace

Sefik Serengil

Standardizing eye alignment horizontally improves facial recognition accuracy by over 1%. Learn how the DeepFace framework abstracts complex computer vision pipelines into just a few lines of Python.

Unboxing the DeepFace thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

5:25 min

Technical pipeline for real-time video deepfakes

Martin Förtsch

Martin Förtsch +1 · World Congress 2024

3:09 min

Defining true deepfakes generated by trained neural networks

Thomas Endres

Thomas Endres +2 · World Congress 2021

2:30 min

Implementing the deepfake inference workflow for face generation

Thomas Endres

Thomas Endres +2 · World Congress 2021

3:36 min

Differentiating traditional video fakes from neural network models

Thomas Endres

Thomas Endres +2 · World Congress 2021

3:32 min

Implementing automated object and face recognition for images

Arto Liukkonen · LIVE

3:59 min

Preparing video datasets and extracting faces with FaceNet

Thomas Endres

Thomas Endres +2 · World Congress 2021

More from WeAreDevelopers LIVE

Humans in the Loop: Storytelling in Tech thumbnail

Humans in the Loop: Storytelling in Tech

Christian Heilmann +2

5 days ago

WeAreDevelopers LIVE: Your Brain Is Lying to You: Cognitive Biases in Development thumbnail

Your Brain Is Lying to You: Cognitive Biases in Development

Last week

Like Peas in a Pod - What Happens When People Clone Your App? thumbnail

Like Peas in a Pod - What Happens When People Clone Your App?

Ivan Kutskir +2

2 weeks ago

WeAreDevelopers LIVE - Read more, Prompt Less thumbnail

Read more, Prompt Less

Christian Heilmann +2

3 weeks ago

WeAreDevelopers LIVE - Tech Education in Two Languages thumbnail

Tech Education in Two Languages

Daniel Cranney +1

Oct 2026

WeAreDevelopers LIVE - Playing in Production thumbnail

Playing in Production

Andrew MacLean +2

Sep 2026

Upcoming sessions on this topic

Modern forecasting with sktime - foundation models, agents, and benchmarks

Aryan Saini

sktime

AI engineer
Franz Kiraly

sktime

Director
Jigyasu ㅤ

sktime

Core developer
Shashank Shekhar Singh

Sktime

Open Source Developer

The Dream Team You Didn't Know You Had - Multi-Model, Multi-Agent, One Software Lifecycle

Aditya Dua

GitHub

Senior Manager, Field Services, SAARC

Engineering AI Strategy: Beyond the Hype

Omkar Srivastava

ADSK

Engineering Leader

Built-In AI in the Browser: Practical Capabilities for Modern Web Apps

Piyush Gupta

Expedia

Senior Engineering Manager

Build a Zero-Cost AI Agent in Your Browser

Aishwarya Mathuria

Adobe

Computer Scientist
Nishant Thakur

Adobe

Senior Computer Scientist

Building World-Aware Physical AI with Agent Memory and Context Graphs

Vasundhara Shukla

Neo4j

Developer Advocate
Zaid Zaim

Neo4j

Developer Advocate | Microsoft AI MVP

Related videos

Deepfakes in Realtime - How Neural Networks Are Changing Our World thumbnail

Deepfakes in Realtime - How Neural Networks Are Changing Our World

Thomas Endres +2

World Congress · 2021

Getting Started with Machine Learning thumbnail

Getting Started with Machine Learning

Alexandra Waldherr

LIVE · Oct 2021

30 Golden Rules of Deep Learning Performance thumbnail

30 Golden Rules of Deep Learning Performance

Anirudh Koul

LIVE · Jun 2020

Secure and Private AI - DeepMask thumbnail

Secure and Private AI - DeepMask

Hissan Usmani · DeepMask

World Congress · 2025

Focoos AI: Building the Future of Computer Vision thumbnail

Focoos AI: Building the Future of Computer Vision

Antonio Tavera · Focoos AI

World Congress · 2025

Is it (F)ake?! Image Classification with TensorFlow.js thumbnail

Is it (F)ake?! Image Classification with TensorFlow.js

Carly Richmond · Elastic

World Congress · 2025

Related articles

BB

Benedikt Bischof

What’s in The box? – Unboxing The DeepFace

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Sefik Ilkin Serengil who introduced the audience to his python package called DeepFace.‍Abo...

about 4 years ago

What’s in The box? – Unboxing The DeepFace

DC

Daniel Cranney

How machine learning can help us tell fact from fiction

A decade ago, machine learning was everywhere. While the rise of generative AI has meant artificial intelligence has stolen the spotlight to some degree, it’s machine learning (ML) that silently po...

almost 2 years ago

How machine learning can help us tell fact from fiction

DC

Daniel Cranney

DeepSeek R1 vs ChatGPT o1: How Do They Compare?

It’s fair to say DeepSeek has arrived. The Chinese startup and its R1 model exploded onto the AI scene last week, and - at least temporarily - turned the industry on its head. With OpenAI having e...

almost 2 years ago

DeepSeek and ChatGPT logos

OL

Or Levi

How to start an AI project for a good cause and boost your career

From text-reading applications for blind people to cancer screening with machine vision and early detection of disease outbreaks – AI can make this world a little bit better. But how to get started...

about 6 years ago

How to start an AI project for a good cause and boost your career

From learning to earning

Jobs that call for the skills explored in this talk.

5 days ago • Verified

Senior Data & AI Architect

reeeliance IM GmbH

Berlin, Germany

Expert Remote Python Microsoft SQL Server Cloud (AWS/Google/Azure)

6 days ago • Verified

Software Development Engineer 4 - Database Engineer

Bengaluru, India

Expert Remote ETL T-SQL Microsoft SQL Server

Senior Software Engineer, Identity Platform

San Francisco, CA, United States

Expert $329k Ruby OAuth Golang

GenAI Python Systems Engineer -Senior Manager

Irvine, CA, United States

Expert $124k–280k Fastapi Snowflake Databricks

GenAI Python Systems Engineer -Senior Manager

San Francisco, CA, United States

Expert $124k–280k Fastapi Snowflake Databricks

GenAI Python Systems Engineer -Senior Manager

Des Plaines, IL, United States

Expert $124k–280k Fastapi Snowflake Databricks