Python Workshop with face detection, mesh & orientations with Hugging Face deployment

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:

• https://github.com/prodramp/DeepWorks/tree/main/FaceProcessingWebcam

▬▬▬▬▬▬ ⏰ 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 - https://prodramp.com
• LinkedIn - https://www.linkedin.com/company/prodramp
• GitHub- https://github.com/prodramp/
• AngelList - https://angel.co/company/prodramp
• Facebook - https://www.facebook.com/Prodramp

Content Creator: Avkash Chauhan (@avkashchauhan)

• https://www.linkedin.com/in/avkashchauhan
• https://twitter.com/avkashchauhan

Tags: #python #opencv #deeplearning #huggingface #prodramp #avkashchauhan ... https://www.youtube.com/watch?v=qM-Fioak9XM