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In this course, you will learn:
- Face Detection from Images
- Face Detection from Realtime Videos
- Emotion Detection, Age-Gender Prediction
- Face Recognition from Images, Realtime Videos
Syllabus:
- Introduction to Face Recognition
- Environment Setup: Installing Anaconda Package
- Setting up Environment - Additional Dependencies (With DLib Fixes)
- Introduction to Face Detectors
- Face Detection Implementation
- Optional: cv2.imshow() Not Responding Issue Fix
- Realtime face detection from WebCam
- Video Face Detection
- Realtime face detection - Face Blurring
- Real-time Facial Expression Detection - Installing Libraries
- Real-time Facial Expression Detection - Implementation
- Video Facial Expression Detection
- Image Facial Expression Detection
- Real-time Age and Gender Detection Introduction
- Real-time Age and Gender Detection Implementation
- Image Age and Gender Detection Implementation
- Introduction to Face Recognition
- Face Recognition Implementation
- Realtime Face Recognition
- Video Face Recognition
- Face Distance
- Face Landmarks Visualization
- Multi Face Landmarks
- Multi Face Landmarks from Real-time and Pre-saved Video
- Face Makeup Using Face Landmarks
- Real-time Face Makeup
- Face Detection using Other popular libraries Intro
- Face Detection Image using Haar Cascade
- Video and Realtime Face Detection using Haar Cascade
- Face Detection using HOG Introduction
- Face Detection from Image using HOG
- Face Detection from Video and Webcam using HOG
- SSD Face Detection Introduction
- Face Detection from Image using SSD
- Face Detection From Video and Webcam using SSD
- Face Detection from Image using MMOD
- Face Detection From Video and Webcam using MMOD
- Face Detection Image using MTCNN - introduction
- Face Detection Image using MTCNN
- Quick Comparison of Face Detection Techniques
- Face Alignment using Dlib
- Face Alignment for Video and Webcam
- Popular Face Recognition Techniques Introduction
- Eigenface Fisherface LBPH Concepts Explained
- Eigenface Fisherface LBPH Preparing Dataset Installing Prerequisites
- Eigenface Fisherface LBPH - Implementing Face Detection function
- Eigenface Fisherface LBPH - Implementing Preprocessing
- Eigenface Fisherface LBPH - Implementing Training and Prediction
- Saving and loading the pretrained model
- Video and Realtime Face Recognition using pretrained model
- Eigenface Fisherface LBPH Quick Comparison
- VGG Face Introduction
- VGGFace Face Verification
- VGGFace Face Verification video and realtime
- FaceNet. OpenFace and DeepFace Models Introduction
- Installing DeepFace framework
- DeepFace face detection and alignment
- DeepFace face verification
- DeepFace face recognition
- DeepFace face analysis
