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Title:Python Workshop with face detection, mesh & orientations with Hugging Face deployment
Duration:50:45
Viewed:0
Published:23-11-2022
Source:Youtube

A full Face Analysis workshop in Python covers the following topic: - Create full web app from scratch using Gradio UI in Python - Processing Webcam input as Image and Video - Create Face Orientation on Face (Image/Video/Webcam) - Apply FaceDetect Algorithm - Apply FaceMesh (Image and Video) - Deploy full application to Hugging Face Space GitHub Resources: - github.com/prodramp/DeepWorks/tree/main/FaceProces… ▬▬▬▬▬▬ ⏰ TUTORIAL TIME STAMPS ⏰ ▬▬▬▬▬▬ - (00:00) Content Starts - (00:14) What you will learn? - (04:50) Why it is important? - (07:30) Workshop Starts - (09:50) Webcam as Source - (15:10) Taking Photo - (17:15) Taking Video - (19:30) Google MediaPipe - (22:30) Applying MediaPipe FaceMesh - (26:04) Applying MediaPipe FaceDetect - (28:25) Face Orientation Class - (34:44) Face Orientation in Action - (34:55) Applying FaceOrientation with Webcam Image - (40:24) Applying FaceOrientation with Webcam Video - (44:24) FaceOrientation with Webcam Video Ready - (45:00) Code Review - (46:05) Create Requirements.txt - (46:20) Source Code at GitHub - (46:50) Hugging Face Spaces Deployment - (49:15) Demo at Hugging Face Space Connect ------------------ - Prodramp By Avkash (@prodramp) - Website - prodramp.com/ - LinkedIn - www.linkedin.com/company/prodramp - GitHub- github.com/prodramp/ - AngelList - angel.co/company/prodramp - Facebook - www.facebook.com/Prodramp Content Creator: Avkash Chauhan (@avkashchauhan) - www.linkedin.com/in/avkashchauhan - twitter.com/avkashchauhan Tags: #python #opencv #deeplearning #huggingface #prodramp #avkashchauhan

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