CV Brief · Monday, 10 August 2026
CV Brief
Tutorials & Guides
AI-Powered Sack Counting: Production Lessons from Warehouse Automation
Real-world case study on deploying CV for automated object counting in warehouse operations, solving a persistent bottleneck in manual processes. Practical insights on implementation challenges and solutions directly applicable to inventory and logistics CV systems.
Read more →Getting Started in CV/ML
Real-Time Face Blurring with OpenCV and Haar Cascade Classifiers
Practical tutorial on implementing real-time face detection and blurring using classical CV techniques. Essential for practitioners building privacy-preserving video pipelines and understanding Haar Cascade limitations at scale.
Read more →Wav2Lip-GAN for Video Synthesis: Wealth Advisory Reel Generation Pipeline
Guide to implementing Wav2Lip-GAN for lip-sync video synthesis in production settings. Demonstrates practical application of generative CV models for content creation and highlights deployment considerations.
Read more →For class imbalance: don't just augment the minority class. First ask whether the imbalance reflects real-world distribution. If it does, your model should reflect it too.