Articles, learning paths and news on AI, machine learning and data science.
Tutorial series: every part of a topic, in order.
by MLHub Labs · 13 parts · about 308 min · intermediate
How machines see: convolutions, the classic architectures, transfer learning, detection and segmentation.
Build a small labeled dataset from scratch, train a YOLOv8 model with the ultralytics library, evaluate it with real detection …
MLHub Deep Learning Organization
23 hours ago • 27 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, 22 hours ago • 6 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
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, 22 hours ago • 5 min read
A practical guide to opening up convolutional networks with saliency maps and Grad-CAM, so you can see which pixels actually …
MLHub Deep Learning Organization
4 days, 15 hours ago • 24 min read
A new AWS reference architecture tackles a problem that hits factories once a vision inspection pilot succeeds: scaling from one …
The MLHub News Organization
4 days, 22 hours ago • 6 min read
A plain-language tour of why graphics cards became the engine of modern AI, covering parallel computation, memory bandwidth, tensor cores …
1 week ago • 13 min read
How the transformer architecture, originally built for text, was adapted to see images by treating them as sequences of patches, …
MLHub Deep Learning Organization
1 week ago • 24 min read
Canva has launched Craft, an in-house image generation model that plans a design before rendering it, aiming to compete with …
The MLHub News Organization
1 week, 1 day ago • 4 min read
How neural networks learn to label every pixel in an image, and the difference between painting a scene by category …
MLHub Deep Learning Organization
1 week, 1 day ago • 24 min read
A new reference architecture from AWS, the Adaptive Agentic Intelligence Framework (AAIF), routes routine AI agent requests to small local …
The MLHub News Organization
1 week, 2 days ago • 5 min read
How detectors go from a grid of pixels to a list of labelled boxes: the idea of anchors, how YOLO …
MLHub Deep Learning Organization
1 week, 2 days ago • 27 min read
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3 weeks, 5 days ago • 17 min read
0 likes • 125 views • 1 comment
4 days, 22 hours ago • 6 min read
0 likes • 68 views • 0 comments
5 days, 23 hours ago • 15 min read
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