Paper

Computer Vision

• Deep Residual Learning for Image Recognition
• You Only Look Once: Unified, Real-Time Object Detection
• YOLO9000: Better, Faster, Stronger
• YOLOv3: An Incremental Improvement
• YOLOv4: Optimal Speed and Accuracy of Object Detection

Natural Language Processing

• Attention Is All You Need
• Visual Transformer Language Representation Models
• CLIP: Connecting Text and Images

Blog

Natural Language Processing

• Illustrated Transformer
• The Illustrated GPT-2 (Visualizing Transformer Language Models)
• Transformers from Scratch

Book

Machine Learning

• Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
• Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications