2-weeks online Training: Deep Learning, CV on Images & Video Analysis

2-weeks Live Online Instructor-led Training on

Applied Deep Learning, Computer Vision for Images & Video Analysis 

Dates:  8th May - 19th May 2023

Training Timing: 6:PM to 9:PM IST 

1. Module 1: Introduction to Machine Learning
2. Module 2: Python Fundamentals [CORE]
3. Module 3: Data Analysis – Visualization Using Python
4. Module 4: Working with Images and Video
5. Module 5: Face Detection Using HAARCASCADE
6. Module 6: KNN (K- Nearest Neighbours)
7. Module 7: Logistic Regression
8. Module 8: Module FACE RECOGNISATION using OpenCV
9. Module 9: Artificial Neural Networks
10. Module 10: Artificial Neural Network Classification
11. Module 11: TensorFlow
12. Module 12: CNNs (Convolutional Neural Networks)
13. Module 13:IMAGE SEGMENTATION

1. Project 1: Face, Eye, Smile Detection using OpenCV
2. Project 1: Face Recognition using OpenCV & K-Nearest Neighbours Algorithm Classification
3. Project 2: Facial Expression / Emotion Detection using Deep Learning (CNN)
4. Project 3: Face Mask Detection and Classification using Deep Learning CNN and OpenCV for real-time recognition.
5. Project 4: Object Detection using Computer Vision and Deep Learning
6. Project 5: Traffic Sign Image Classification for Self-Driving Car
7. Project 6: Social Distancing Detector using Computer Vision and Deep Learning API Keras
8. Project 7: Brain MRI Medical Image Segmentation using U-Net
9. Project 8: Human pose estimation using Deep Learning in OpenCV

1. 2-weeks online Training with Projects.
2. Training Includes: Training PPT's Projects code & Training Recording
3. certificate of completion to each participant by Eduxlabs in association with Mechanica IIT Madras.