Alexandre Bonnet

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.

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All blogs by Alexandre Bonnet

sampleImage_pose-estimation-annotation-guide
Machine Learning
The Complete Guide to Human Pose Estimation for Computer Vision

10 min

sampleImage_video-annotation-issues
Data Operations
Playing videos is easy, pausing them is actually very difficult

5 min

sampleImage_lama-3-2-explained
Computer Vision
From Vision to Edge: Meta’s Llama 3.2 Explained

sampleImage_annotator-training-module-guide
Tutorials
How to Use the Annotator Training Module

5 min

sampleImage_classification-metrics-accuracy-precision-recall
Machine Learning
Accuracy vs. Precision vs. Recall in Machine Learning: What is the Difference?

10 min

sampleImage_image-labeling-tool
Image AnnotationMachine LearningData Operations
Key Features to Look for in an Image Labeling Tool

sampleImage_web-agents-and-llms
AI Agents Machine Learning
Web Agents and LLMs: How AI Agents Navigate the Web and Process Information 

sampleImage_automate-video-annotation-guide
Data OperationsVideo Annotation
How to Automate Video Annotation for Machine Learning

6 min

sampleImage_enhance-text-ai-quality
Text AIData QualityMachine Learning
How to Enhance Text AI Quality with Advanced Text Annotation Techniques

sampleImage_audio-file-classification
Audio AIData Annotation
How to Implement Audio File Classification: Categorize and Annotate Audio Files

sampleImage_named-entity-recognition
Text AIData Quality
What Is Named Entity Recognition? Selecting the Best Tool to Transform Your Model Training Data

sampleImage_multiagent-systems
AI Agents Machine Learning
Understanding Multiagent Systems: How AI Systems Coordinate and Collaborate

sampleImage_learn-how-to-fine-tune-the-segment-anything-model-sam
Tutorials
How To Fine-Tune The Segment Anything Model

10 min

sampleImage_data-curation-for-computer-vision
Machine LearningComputer VisionData Operations
Data Curation in Computer Vision

6 min

sampleImage_top-tools-rlhf
Computer Vision
Top RLHF Tools

10 min

sampleImage_generative-ai-metrics
Generative AI
AI Metrics that Matter: A Guide to Assessing Generative AI Quality

sampleImage_manage-data-annotation-pipelines
Data AnnotationData OperationsHealthcare
How to Manage Data Annotation Pipelines: A Guide to Building Scalable Medical AI Solutions

sampleImage_15-best-free-pose-estimation-datasets
Machine Learning
15 Best Free Datasets for Human Pose Estimation in Computer Vision

3 min

sampleImage_panoptic-segmentation-guide
Machine Learning
Guide to Panoptic Segmentation

sampleImage_image-embeddings-to-improve-model-performance
Machine Learning
Image Embeddings to Improve Model Performance

6 min

sampleImage_barlow-twins-self-supervised-learning
Machine Learning
Barlow Twins: Self-Supervised Learning

5 min

sampleImage_ml-monitoring-vs-ml-observability
Machine Learning
ML Monitoring vs. ML Observability

4 min

sampleImage_transfer-learning
Machine Learning
Guide to Transfer Learning

7 min

sampleImage_inter-rater-reliability
Machine Learning
Inter-rater Reliability: Definition, Examples, Calculation

sampleImage_fine-tuning-models-hyperparameter-optimization
Machine Learning
Fine-tuning Models: Hyperparameter Optimization

sampleImage_what-is-out-of-distribution-ood-detection
Machine Learning
What is Out-of-Distribution (OOD) Detection?

4 min

sampleImage_onnx-open-neural-network-exchange-format
Machine Learning
ONNX Standardized Format: The Universal Translator for AI Models

sampleImage_arize-ai-alternatives
ML Observability Tools: Arize AI Alternatives

5 min

sampleImage_what-is-ensemble-learning
Machine Learning
What is Ensemble Learning?

8 min

sampleImage_reinforecement-learning-from-ai-feedback-what-is-rlaif
Computer Vision
What is RLAIF - Reinforcement Learning from AI Feedback?

8 min

sampleImage_plainsight-case-study
sampleImage_plainsight-case-study
Customers
Slashing Data Management Overhead By 90%: How Plainsight Streamlined Vision Data Pipelines with Encord

4 min