Computer Vision From Zero
by MLHub Labs · 6 parts · about 109 min · beginner
How computers see, from the first pixel: cameras, colour, OpenCV, filters, edges, masks and video, with three small projects to build on a laptop …
Articles, learning paths and news on AI, machine learning and data science.
Tutorial series: every part of a topic, in order.
by MLHub Labs · 6 parts · about 109 min · beginner
How computers see, from the first pixel: cameras, colour, OpenCV, filters, edges, masks and video, with three small projects to build on a laptop …
by Gurpreet Deol · 2 parts · about 8 min · intermediate
Master TypeSafe AI’s Jev—a non-generative, decision-only System 1 model. Learn how Jev uses sub-100ms inference, zero structural hallucinations, and Brier-calibrated confidence scores to handle …
by MLHub Labs · 11 parts · about 226 min · intermediate
What an agent is, how the loop of thinking and acting works and when a simple workflow is the better choice.
by MLHub Labs · 13 parts · about 308 min · intermediate
How machines see: convolutions, the classic architectures, transfer learning, detection and segmentation.
by Niranjan Singh · 2 parts · about 34 min · beginner
The Python a data analyst or ML engineer really needs, taught with data tasks instead of toy puzzles.
by Gurpreet Deol · 3 parts · about 41 min · beginner
The ideas every later path relies on: data, models, loss, generalization and the workflow of a project.
by Niranjan Singh · 12 parts · about 226 min · beginner
The statistics every data role uses daily, explained from the first idea with small real datasets. No formula is used before it is motivated.
by Gurpreet Deol · 10 parts · about 420 min · beginner
Ten long, practical lessons on making a strong impression when you speak: introducing yourself, talking to strangers, body language, voice, listening, persuasive wording, storytelling, …
Learn how OpenCV turns raw brightness changes into edges, how edges become contours, and how contours let you measure, count …
MLHub Deep Learning Organization
14 hours ago • 20 min read
Apple will bring a first wave of Apple Intelligence features to Chinese iPhones through an iOS 27.3 beta launching November …
The MLHub News Organization
21 hours ago • 4 min read
Build a small labeled dataset from scratch, train a YOLOv8 model with the ultralytics library, evaluate it with real detection …
MLHub Deep Learning Organization
22 hours ago • 27 min read
A practical tour of the ten most common ways test information sneaks into model training, with worked examples and concrete …
The MLHub Posts Organization
1 day, 14 hours ago • 17 min read
NVIDIA has added a 120-billion-parameter multimodal model, Nemotron 3.5 Super VL, to its open Nemotron family, and AWS has published …
The MLHub News Organization
1 day, 21 hours ago • 6 min read
Build a working tool-using agent from scratch in plain Python: the loop, a tool registry, error handling, a human approval …
MLHub Agents & Robotics Organization
1 day, 22 hours ago • 30 min read
A complete, runnable walkthrough of loading a pretrained ResNet18, replacing its head, fine-tuning it in two phases on an image-folder …
MLHub Deep Learning Organization
2 days, 14 hours ago • 29 min read
Learn how image filters work by sliding a small grid of numbers over every pixel, and see how box, Gaussian, …
MLHub Deep Learning Organization
2 days, 21 hours ago • 21 min read
Amazon Web Services has released a reference architecture that wraps Amazon Bedrock AgentCore in the governance, account isolation and release …
The MLHub News Organization
2 days, 21 hours ago • 5 min read
Accuracy is the easiest metric to understand and one of the easiest to be fooled by. Five small, worked examples …
The MLHub Posts Organization
3 days, 14 hours ago • 14 min read
Energy-infrastructure startup Exowatt used Amazon SageMaker AI's serverless fine-tuning to build compact models for alarm triage and energy-market analysis that …
The MLHub News Organization
3 days, 21 hours ago • 6 min read
Learn how OpenCV represents pictures as NumPy arrays, and master the three basic moves every computer vision script starts with: …
MLHub Deep Learning Organization
3 days, 22 hours ago • 18 min read
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3 weeks, 5 days ago • 17 min read
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