Nikolaj Buhl

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

How To Use Encord’s Bitmask Brush Tool

Learn
Jun 23 2023
The Full Guide to Embeddings in Machine Learning

The Full Guide to Embeddings in Machine Learning

May 19 2023
Top 5 Data Curation Tools for Video

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

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, Label, & Model Quality Metrics in Encord

Data Operations
May 10 2023
The Full Guide to Foundation Models

The Full Guide to Foundation Models

Machine Learning
Apr 21 2023
Medical Image Segmentation: A Complete Guide

Medical Image Segmentation: A Complete Guide

Healthcare
Jun 08 2023
Mean Average Precision in Object Detection

Mean Average Precision in Object Detection

Machine Learning
Nov 05 2023
What Is Synthetic Data Generation and Why Is It Useful

What Is Synthetic Data Generation and Why Is It Useful

Machine Learning
Jul 25 2023
Complete Guide to Open Source Data Annotation

Complete Guide to Open Source Data Annotation

Data Operations
Dec 07 2022
How to Find and Fix Label Errors

How to Find and Fix Label Errors

Data Operations
Dec 15 2022
How to Scale Data Labeling Operations

How to Scale Data Labeling Operations

Data Operations
Jul 04 2023
39 Computer Vision Terms You Should Know

39 Computer Vision Terms You Should Know

Machine Learning
Nov 11 2022
Meta Training Inference Accelerator (MTIA) Explained

Meta Training Inference Accelerator (MTIA) Explained

Machine Learning
May 19 2023
CVPR 2023: Most Anticipated Papers [Encord Community Edition]

CVPR 2023: Most Anticipated Papers [Encord Community Edition]

Machine Learning
Jun 13 2023
SegGPT: Segmenting everything in context [Explained]

SegGPT: Segmenting everything in context [Explained]

Machine Learning
Apr 13 2023
Encord Unveils Organization Analytics: Turn Your Data Operations Into Strategic Advantage

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

Encord Workshop: Introduction to Workflows & The Foundations of Active Learning

Computer Vision
Oct 18 2023
Encord Releases New Physical AI Suite with LiDAR Support

Encord Releases New Physical AI Suite with LiDAR Support

Product
Jun 12 2025
Top 10 Multimodal Use Cases

Top 10 Multimodal Use Cases

Machine Learning
Oct 07 2024
Best Image Annotation Tools for Computer Vision of 2024 Compared [Updated]

Best Image Annotation Tools for Computer Vision of 2024 Compared [Updated]

Computer Vision
Aug 21 2023
Announcing the launch of Advanced Video Curation

Announcing the launch of Advanced Video Curation

Product
Apr 24 2024
ImageBind MultiJoint Embedding Model from Meta Explained

ImageBind MultiJoint Embedding Model from Meta Explained

Machine Learning
May 10 2023
A Guide to Building a Sudoku Solver CV Project 

A Guide to Building a Sudoku Solver CV Project 

Machine Learning
Oct 05 2023
YOLO Object Detection Explained: Evolution, Algorithm, and Applications

YOLO Object Detection Explained: Evolution, Algorithm, and Applications

Machine Learning
Apr 04 2024
18 Best Image Annotation Tools for Computer Vision [Updated 2026]

18 Best Image Annotation Tools for Computer Vision [Updated 2026]

Mar 03 2026
Introduction to Balanced and Imbalanced Datasets in Machine Learning

Introduction to Balanced and Imbalanced Datasets in Machine Learning

Machine Learning
Nov 11 2022
7 Best Data Curation Tools for Computer Vision of 2024

7 Best Data Curation Tools for Computer Vision of 2024

Machine Learning
Jan 31 2023
Top 8 Video Annotation Tools for Computer Vision [Updated 2026]

Top 8 Video Annotation Tools for Computer Vision [Updated 2026]

Mar 03 2026
PPE Detection Using Computer Vision for Workplace Safety

PPE Detection Using Computer Vision for Workplace Safety

Jul 16 2024
Guide to Vision-Language Models (VLMs)

Guide to Vision-Language Models (VLMs)

Machine Learning
Nov 18 2024
How to Automate Data Labeling [Examples + Tutorial]

How to Automate Data Labeling [Examples + Tutorial]

Learn
Nov 12 2025
F1 Score in Machine Learning

F1 Score in Machine Learning

Machine Learning
Jul 18 2023
10 Best Multimodal Annotation Tools 2026

10 Best Multimodal Annotation Tools 2026

Multimodal
Feb 18 2026
AGV vs AMR: Key differences for warehouse automation

AGV vs AMR: Key differences for warehouse automation

Computer Vision
Apr 02 2026
Top Video Annotation Tools for Robotics in 2025

Top Video Annotation Tools for Robotics in 2025

Computer Vision
Jun 04 2025
How to Use OpenCV With Tesseract for Real-Time Text Detection

How to Use OpenCV With Tesseract for Real-Time Text Detection

Computer Vision
Mar 10 2025
Mastering Data Cleaning & Data Preprocessing

Mastering Data Cleaning & Data Preprocessing

Data Operations
Oct 03 2025
Convolutional Neural Networks (CNN) Overview

Convolutional Neural Networks (CNN) Overview

Machine Learning
Jul 24 2023
Activation Functions in Neural Networks: With 15 examples

Activation Functions in Neural Networks: With 15 examples

Machine Learning
Jul 25 2023
Scale AI Alternatives: Why AI Teams Choose Encord

Scale AI Alternatives: Why AI Teams Choose Encord

Machine Learning
Jun 21 2025
Logistic Regression: Definition, Use Cases, Implementation

Logistic Regression: Definition, Use Cases, Implementation

Machine Learning
Nov 27 2023
Model Inference in Machine Learning

Model Inference in Machine Learning

Machine Learning
Aug 15 2023
5 Best V7 Alternatives in 2026

5 Best V7 Alternatives in 2026

Jan 22 2024
6 Best Outlier Detection Tools in Computer Vision

6 Best Outlier Detection Tools in Computer Vision

Machine Learning
Aug 01 2023
VGG Image Annotator Alternatives in 2026

VGG Image Annotator Alternatives in 2026

Computer Vision
Jun 21 2024
Human-in-the-Loop Machine Learning (HITL) Explained

Human-in-the-Loop Machine Learning (HITL) Explained

Machine Learning
Dec 11 2025
Guide to Image Segmentation in Computer Vision: Best Practices

Guide to Image Segmentation in Computer Vision: Best Practices

Machine Learning
Dec 04 2024
Top 10 Open Source Computer Vision Repositories

Top 10 Open Source Computer Vision Repositories

Computer Vision
Mar 15 2024
Training vs. Fine-tuning: What is the Difference?

Training vs. Fine-tuning: What is the Difference?

Machine Learning
Nov 07 2023
Introduction to Semantic Segmentation

Introduction to Semantic Segmentation

Computer Vision
Nov 07 2024
Introduction to Multimodal Deep Learning

Introduction to Multimodal Deep Learning

Machine Learning
Sep 19 2023
Mastering Supervised Learning: A Comprehensive Guide

Mastering Supervised Learning: A Comprehensive Guide

Machine Learning
Nov 08 2023
Meta AI's Segment Anything Model (SAM) Explained: The Ultimate Guide

Meta AI's Segment Anything Model (SAM) Explained: The Ultimate Guide

Machine Learning
Dec 10 2024
Training, Validation, Test Split for Machine Learning Datasets

Training, Validation, Test Split for Machine Learning Datasets

Machine Learning
Nov 19 2024
Top 10 Best AI Avatar Generators for Video in 2024

Top 10 Best AI Avatar Generators for Video in 2024

Computer Vision
Jun 13 2024
Top 10 Multimodal Datasets

Top 10 Multimodal Datasets

Machine Learning
Aug 15 2024
Full Guide to Contrastive Learning

Full Guide to Contrastive Learning

Machine Learning
Jul 14 2023
Structured Vs. Unstructured Data: What is the Difference?

Structured Vs. Unstructured Data: What is the Difference?

Data Operations
Dec 20 2023
Top Alternatives to Labelbox

Top Alternatives to Labelbox

Oct 26 2023
A Complete Guide to Text Annotation

A Complete Guide to Text Annotation

Data Annotation
Sep 19 2023
Google’s MediaPipe Framework: Deploy Computer Vision Pipelines with Ease

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

Top Text Annotation Tools in 2025: Features, Collaboration, and Industry Applications

Text
Jan 09 2025
How To Mitigate Bias in Machine Learning Models

How To Mitigate Bias in Machine Learning Models

Machine Learning
Aug 08 2023
Time Series Predictions with RNNs

Time Series Predictions with RNNs

Machine Learning
Aug 18 2023
Image Thresholding in Image Processing

Image Thresholding in Image Processing

Machine Learning
Sep 12 2023
OpenAI’s DALL-E 3 Explained: Generate Images with ChatGPT

OpenAI’s DALL-E 3 Explained: Generate Images with ChatGPT

Machine Learning
Sep 21 2023
KL Divergence in Machine Learning

KL Divergence in Machine Learning

Machine Learning
Jul 26 2023
Guide to Reinforcement Learning from Human Feedback (RLHF) for Computer Vision

Guide to Reinforcement Learning from Human Feedback (RLHF) for Computer Vision

Computer Vision
Jul 03 2023
An Introduction to Diffusion Models for Machine Learning

An Introduction to Diffusion Models for Machine Learning

Machine Learning
Aug 08 2023