Author
Alexandre Bonnet
Alexandre Bonnet is the Machine Learning Solutions Engineer Lead at Encord.
He holds a Master's degree in Theoretical Physics from Imperial College and has been a Senior Data Engineer in various AI companies. Alexandre has also been a member of Entrepreneur First's LD17 cohort as the CTO and Co-Founder of Armour, an insurtech venture.
All blogs by Alexandre Bonnet
May 2025 Webinar Recap: World Models, Annotation Workflows & Smarter AI
How to Use the Annotator Training Module
5 m
The Complete Guide to Human Pose Estimation for Computer Vision
10 m
Playing videos is easy, pausing them is actually very difficult
5 m
From Vision to Edge: Meta’s Llama 3.2 Explained
Why Encord Is the Best Choice for Video Annotation: Stop Annotating Frame by Frame
What is Speaker Diarization?
Autonomous Mobile Robots (AMRs): A Comprehensive Guide
What is Physical AI?
Accuracy vs. Precision vs. Recall in Machine Learning: What is the Difference?
10 m
Document Intelligence: How to Automate Knowledge Extraction
Key Challenges in Video Annotation for Machine Learning
Best Practices for Video Annotation in Multi-Object Tracking
Key Features to Look for in an Image Labeling Tool
How Speech-to-Text AI Works: The Role of High Quality Data
What is Supply Chain Automation?
Data Curation in Computer Vision
6 m
How to Automate Video Annotation for Machine Learning
6 m
How to Enhance Text AI Quality with Advanced Text Annotation Techniques
How To Fine-Tune The Segment Anything Model
10 m
What Is Named Entity Recognition? Selecting the Best Tool to Transform Your Model Training Data
Top RLHF Tools
10 m
How to Implement Audio File Classification: Categorize and Annotate Audio Files
Understanding Multiagent Systems: How AI Systems Coordinate and Collaborate
What is Natural Language Search? How AI is Transforming Search
Teaching Machines to Read: Advances in Text Classification Techniques
Web Agents and LLMs: How AI Agents Navigate the Web and Process Information
AI Metrics that Matter: A Guide to Assessing Generative AI Quality
How to Manage Data Annotation Pipelines: A Guide to Building Scalable Medical AI Solutions
15 Best Free Datasets for Human Pose Estimation in Computer Vision
3 m
Guide to Panoptic Segmentation
Image Embeddings to Improve Model Performance
6 m
Barlow Twins: Self-Supervised Learning
5 m
ML Monitoring vs. ML Observability
4 m
Guide to Transfer Learning
7 m
Inter-rater Reliability: Definition, Examples, Calculation
Fine-tuning Models: Hyperparameter Optimization
What is Out-of-Distribution (OOD) Detection?
4 m
ONNX Standardized Format: The Universal Translator for AI Models
ML Observability Tools: Arize AI Alternatives
5 m
What is Ensemble Learning?
8 m
What is RLAIF - Reinforcement Learning from AI Feedback?
8 m
How Standard AI Powers Retail Intelligence at Scale With Encord
4 m
Archetype AI Improve Efficiency by 70% With Encord
4 m
Slashing Data Management Overhead By 90%: How Plainsight Streamlined Vision Data Pipelines with Encord
4 m
How Pickle Robot Is Using Encord To Build Physical AI For Warehouse Automation
4 m