Uploaded November 2022 | Updated September 2026, 8 hours ago

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In this video we explore some face detection models in python and compare the results. We look at ones that detect age, race, emotion and keypoints.

Live stream from Nov 28, 2022.

Github code: github.com/RobMulla/twitch-stream-projects/blob/main/055-keypoint-and-pose/face-keypoint-detection.ipynb
Watch live on twitch: twitch.tv/medallionstallion_

Timeline:
00:00 Intro
06:55 Voting
27:01 Deepface
35:00 Photobooth
45:00 Face Similarity
55:00 Emotion Detection
1:07:00 Demography
1:22:00 Dlib Keypoint Detection
1:36:00 Mediapipe Facemesh

My other videos
Speed Up Your Pandas Code: youtube.com/watch?v=SAFmrTnEHLg
Speed up Pandas Code: youtube.com/watch?v=SAFmrTnEHLg
Intro to Pandas video: youtube.com/watch?v=_Eb0utIRdkw
Exploratory Data Analysis Video: youtube.com/watch?v=xi0vhXFPegw

Working with Audio data in Python: youtube.com/watch?v=ZqpSb5p1xQo
Efficient Pandas Dataframes: youtube.com/watch?v=u4_c2LDi4b8