Author
Nikolaj Buhl
Nikolaj is a Product Manager at Encord and a computer vision enthusiast. At Encord he oversees the development of Encord Active. Nikolaj holds a M.Sc. in Management from London Business School and Copenhagen Business School. In a previous life, he lived in China working at the Danish Embassy in Beijing, assisting Danish businesses in entering the Chinese market. He contributes writings on topics related to Computer Vision and model evaluation.
All articles by Nikolaj Buhl
How To Use Encord’s Bitmask Brush Tool
Learn
Jun 23 2023
The Full Guide to Embeddings in Machine Learning
May 19 2023
Top 5 Data Curation Tools for Video
Computer Vision
Jun 07 2024
How to Diagnose and Improve Annotation Performance: Deep-Dive on Metrics, Workflows, and Quality
Jan 16 2026
Data, Label, & Model Quality Metrics in Encord
Data Operations
May 10 2023
The Full Guide to Foundation Models
Machine Learning
Apr 21 2023
Medical Image Segmentation: A Complete Guide
Healthcare
Jun 08 2023
Mean Average Precision in Object Detection
Machine Learning
Nov 05 2023
What Is Synthetic Data Generation and Why Is It Useful
Machine Learning
Jul 25 2023
Complete Guide to Open Source Data Annotation
Data Operations
Dec 07 2022
How to Find and Fix Label Errors
Data Operations
Dec 15 2022
How to Scale Data Labeling Operations
Data Operations
Jul 04 2023
39 Computer Vision Terms You Should Know
Machine Learning
Nov 11 2022
Meta Training Inference Accelerator (MTIA) Explained
Machine Learning
May 19 2023![CVPR 2023: Most Anticipated Papers [Encord Community Edition]](https://images.prismic.io/encord/3147e4cb-22e3-4d8d-a84c-3407186b5e4b_Frame+1000001737.png?auto=compress%2Cformat&fit=max)
CVPR 2023: Most Anticipated Papers [Encord Community Edition]
Machine Learning
Jun 13 2023SegGPT: Segmenting everything in context [Explained]
Machine Learning
Apr 13 2023
Encord Unveils Organization Analytics: Turn Your Data Operations Into Strategic Advantage
Product
Jun 02 2025
Encord Workshop: Introduction to Workflows & The Foundations of Active Learning
Computer Vision
Oct 18 2023
Encord Releases New Physical AI Suite with LiDAR Support
Product
Jun 12 2025
Top 10 Multimodal Use Cases
Machine Learning
Oct 07 2024Best Image Annotation Tools for Computer Vision of 2024 Compared [Updated]
Computer Vision
Aug 21 2023
Announcing the launch of Advanced Video Curation
Product
Apr 24 2024ImageBind MultiJoint Embedding Model from Meta Explained
Machine Learning
May 10 2023
A Guide to Building a Sudoku Solver CV Project
Machine Learning
Oct 05 2023
YOLO Object Detection Explained: Evolution, Algorithm, and Applications
Machine Learning
Apr 04 2024![18 Best Image Annotation Tools for Computer Vision [Updated 2026]](https://images.prismic.io/encord/e81d3bc1-bc56-4639-bcf9-f1d6a9c1d5f8_best+image+annotation+tools+banner.png?auto=compress%2Cformat&fit=max)
18 Best Image Annotation Tools for Computer Vision [Updated 2026]
Mar 03 2026
Introduction to Balanced and Imbalanced Datasets in Machine Learning
Machine Learning
Nov 11 20227 Best Data Curation Tools for Computer Vision of 2024
Machine Learning
Jan 31 2023![Top 8 Video Annotation Tools for Computer Vision [Updated 2026]](https://images.prismic.io/encord/6a1e49ec-5e0f-42ae-b930-9289b01a1471_Best+Video+Annotation+tools.png?auto=compress%2Cformat&fit=max)
Top 8 Video Annotation Tools for Computer Vision [Updated 2026]
Mar 03 2026
PPE Detection Using Computer Vision for Workplace Safety
Jul 16 2024
Guide to Vision-Language Models (VLMs)
Machine Learning
Nov 18 2024![How to Automate Data Labeling [Examples + Tutorial]](https://images.prismic.io/encord/00bf2a24-0acc-4f7f-b001-7c5bb541ece0_Automate+Data+Labeling.jpg?auto=compress%2Cformat&fit=max)
How to Automate Data Labeling [Examples + Tutorial]
Learn
Nov 12 2025
F1 Score in Machine Learning
Machine Learning
Jul 18 2023
10 Best Multimodal Annotation Tools 2026
Multimodal
Feb 18 2026
AGV vs AMR: Key differences for warehouse automation
Computer Vision
Apr 02 2026
Top Video Annotation Tools for Robotics in 2025
Computer Vision
Jun 04 2025
How to Use OpenCV With Tesseract for Real-Time Text Detection
Computer Vision
Mar 10 2025
Mastering Data Cleaning & Data Preprocessing
Data Operations
Oct 03 2025
Convolutional Neural Networks (CNN) Overview
Machine Learning
Jul 24 2023
Activation Functions in Neural Networks: With 15 examples
Machine Learning
Jul 25 2023
Scale AI Alternatives: Why AI Teams Choose Encord
Machine Learning
Jun 21 2025
Logistic Regression: Definition, Use Cases, Implementation
Machine Learning
Nov 27 2023
Model Inference in Machine Learning
Machine Learning
Aug 15 2023
5 Best V7 Alternatives in 2026
Jan 22 2024
6 Best Outlier Detection Tools in Computer Vision
Machine Learning
Aug 01 2023
VGG Image Annotator Alternatives in 2026
Computer Vision
Jun 21 2024
Human-in-the-Loop Machine Learning (HITL) Explained
Machine Learning
Dec 11 2025
Guide to Image Segmentation in Computer Vision: Best Practices
Machine Learning
Dec 04 2024
Top 10 Open Source Computer Vision Repositories
Computer Vision
Mar 15 2024
Training vs. Fine-tuning: What is the Difference?
Machine Learning
Nov 07 2023
Introduction to Semantic Segmentation
Computer Vision
Nov 07 2024
Introduction to Multimodal Deep Learning
Machine Learning
Sep 19 2023
Mastering Supervised Learning: A Comprehensive Guide
Machine Learning
Nov 08 2023
Meta AI's Segment Anything Model (SAM) Explained: The Ultimate Guide
Machine Learning
Dec 10 2024
Training, Validation, Test Split for Machine Learning Datasets
Machine Learning
Nov 19 2024Top 10 Best AI Avatar Generators for Video in 2024
Computer Vision
Jun 13 2024
Top 10 Multimodal Datasets
Machine Learning
Aug 15 2024
Full Guide to Contrastive Learning
Machine Learning
Jul 14 2023
Structured Vs. Unstructured Data: What is the Difference?
Data Operations
Dec 20 2023
Top Alternatives to Labelbox
Oct 26 2023
A Complete Guide to Text Annotation
Data Annotation
Sep 19 2023
Google’s MediaPipe Framework: Deploy Computer Vision Pipelines with Ease
Computer Vision
Jun 21 2024
Top Text Annotation Tools in 2025: Features, Collaboration, and Industry Applications
Text
Jan 09 2025
How To Mitigate Bias in Machine Learning Models
Machine Learning
Aug 08 2023
Time Series Predictions with RNNs
Machine Learning
Aug 18 2023
Image Thresholding in Image Processing
Machine Learning
Sep 12 2023
OpenAI’s DALL-E 3 Explained: Generate Images with ChatGPT
Machine Learning
Sep 21 2023
KL Divergence in Machine Learning
Machine Learning
Jul 26 2023
Guide to Reinforcement Learning from Human Feedback (RLHF) for Computer Vision
Computer Vision
Jul 03 2023
An Introduction to Diffusion Models for Machine Learning
Machine Learning
Aug 08 2023