CV Basics
Understand image classification, object detection and common CV datasets.
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After this skill you can…
- Classify images with a pre-trained CNN
- Understand IoU, mAP metrics
- Use OpenCV for image preprocessing
Watch (10 videos)
How an Iris Recognition System works
→ Build Iris Recognition System→ Analyze iris patterns→ Create secure digital template
YOLO V2 | Object Detection Series | Part 2
→ Understand the basics of YOLO V2→ Implement object detection using YOLO V2
Machine Learning with Rust and Candle: Part 7
→ Apply CV concepts to image generation
Machine Learning with Rust and Candle: Part 8
→ Generate images with VAE→ Understand image processing concepts
This System Captures The Whole Stadium At Once | AI Chooses The Perfect Shot
→ Understand computer vision basics→ Apply computer vision to real-world problems
Machine Learning with Rust and Candle: Part 1
→ Understand image generation concepts→ Apply Candle library for image processing
Seamless AI Object Insertion: Bridging 4D Geometry and Diffusion Models
→ Analyze video frames for object insertion→ Understand motion handling in video editing→ Apply computer vision techniques for realistic rendering
Multimodal Data Analysis with AI
→ Analyze multimodal data→ Apply deep learning to computer vision tasks→ Accelerate scientific discovery
Choosing Your Path: AI Professional Program Course Selection Guide
→ Apply computer vision techniques→ Build computer vision models
Learn Drone Programming with Python – Tutorial
→ Build autonomous drone systems→ Deploy computer vision models→ Program drones using Python
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