Artificial intelligence
Methods that let computers learn from data to recognise patterns, make predictions and take decisions.
22 articles published
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Articles by level
This list is not complete and has no required order. Pick the articles you need at the level that suits you.
Starter
7 articlesViewed 0/7
StarterWhat Is Artificial Intelligence?
What artificial intelligence (AI) is, how it differs from human intelligence and how computers learn from data. A first article for complete beginners.
4 min read
StarterHow Do Machines Learn?
How machines learn from examples: data, training, models and how they improve step by step. An opening article for beginners, to read with an adult.
4 min read
StarterWhere Do We Encounter Supervised Learning?
What supervised learning is and where we meet it in daily life, from spam filters to image recognition. A starter article.
4 min read
StarterWhat Are the Main Parts of Unsupervised Learning?
Unsupervised learning finds structure in data that has no labels. This article introduces its main parts for complete beginners.
4 min read
StarterWhy Does Reinforcement Learning Matter?
Reinforcement learning lets a machine learn by trial and error from rewards. See why this way of learning matters, explained for beginners.
4 min read
StarterWhat Steps Turn a Spoken Command into Drone Movement?
Trace speech through recognition, intent parsing, validation, setpoint generation, flight-mode conditions and feedback in a simulated design.
5 min read
StarterWhat Can a Drone Do with Computer Vision?
Compare detection, tracking, segmentation and motion estimation in a drone vision system, including their outputs and the companion computer.
5 min read
Basic
5 articlesViewed 0/5
BasicWhy Is Drone Propeller Noise Hard for Speech Recognition?
See how propeller noise masks speech cues and how to measure by microphone placement, speaker and recording condition.
6 min read
BasicHow Does a Wake Word Detector Work?
Learn how wake word works in a drone system, what data it needs and which limits to check before relying on it.
5 min read
BasicHow Do On-Device and Cloud Speech Recognition Differ?
Compare on-device and cloud speech recognition by data path, connectivity, privacy, latency, quality, resources and cost.
5 min read
BasicHow Is Drone-Footage Object Detection Different?
Compare drone and ground images by viewpoint, object size, camera motion and occlusion to understand their effects on object detection.
5 min read
BasicHow Does Object Tracking Follow a Target Across Frames?
Follow how a tracker predicts a search region, matches objects across frames, keeps target IDs and handles loss or mismatches.
4 min read
Intermediate
6 articlesViewed 0/6
IntermediateHow Are Intent and Parameters Extracted from Speech?
Trace a spoken sentence into intent, entities and normalized parameters, then handle missing or ambiguous fields.
6 min read
IntermediateHow Do LLMs Turn Speech into Structured Commands?
Trace audio to transcript to model-proposed JSON, then validate its values before forwarding.
7 min read
IntermediateHow Can a Drone Command Be Checked Before Execution?
Check a command from structure through current state, operator decision and the autopilot failsafe’s separate role.
7 min read
IntermediateWhy Are Vietnamese Voice Commands Hard to Recognize?
Learn how tones, dialects and noise affect Vietnamese command recognition and how to evaluate speaker groups.
6 min read
IntermediateWhat Must You Optimize to Run a Detector on Edge Hardware?
Learn how to set targets and optimise edge vision inference across input size, model size, quantisation, speed, memory and energy.
6 min read
IntermediateHow Can a Mop Robot Spot Clutter and Alert a Person?
How a mop robot merges bumps, jams, unreachable cells and still frames into a clutter score per zone, then alerts a person at the right time.
7 min read
Advanced
4 articlesViewed 0/4
AdvancedHow Is Voice-to-Command Latency Measured and Reduced?
Define measurement boundaries, allocate stage budgets and use percentiles to reduce waiting without losing quality.
7 min read
AdvancedWhat Does Offline Speech on Embedded Hardware Need?
Learn the ASR model, audio format, board resources and how to measure offline transcripts on target hardware.
7 min read
AdvancedHow Can Voice Command Errors Be Measured?
Calculate word-level and command-level recognition errors with explicit formulas, denominators, hypothetical examples and rejection handling.
5 min read
AdvancedHow Can a Spoken Command Be Matched to What the Camera Sees?
Learn how to match spoken intent and attributes with camera candidates, handle multiple matches and clarify ambiguity.
4 min read
