Foundations

Computer Vision

Object detection, segmentation, YOLO, CLIP, and vision-language models

2,365
lessons
Skills in this topic
View full skill map →
CV Basics
beginner
Classify images with a pre-trained CNN
Modern CV Models
intermediate
Run YOLO for real-time object detection
Generative CV
advanced
Build a Stable Diffusion inference pipeline
All Reads (1,220) Articles (392)Blog Posts (262)Tutorials (81)Research Papers (469)News (16)
Hacker News · symisc_devel 👁️ Computer Vision ⚡ AI Lesson 3y ago
Show HN: Face IO – Facial Authentication for the Web
Hi HN, We are the core developers behind FACEIO ( https://faceio.net ), a product developed from scratch here at PixLab ( https://pixlab.io
Hacker News · morpheusme 👁️ Computer Vision ⚡ AI Lesson 4y ago
Easy way to load, create, version, query and visualize computer vision datasets
Hi HN, In machine learning, we are faced with tensor-based computations (that's the language that ML models think in). I've recently discovered a proj
Creating a Colour Picker App using Flask & Azure Computer Vision Service
Dev.to · Pikachu⚡ 👁️ Computer Vision ⚡ AI Lesson 4y ago
Creating a Colour Picker App using Flask & Azure Computer Vision Service
I recently did a talk on how you can analyse images with the Azure Computer Vision Service. While...
Distill.pub 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5y ago
Weight Banding
Weights in the final layer of common visual models appear as horizontal bands. We investigate how and why.
Distill.pub 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 5y ago
High-Low Frequency Detectors
A family of early-vision neurons reacting to directional transitions from high to low spatial frequency.
Hacker News · calebkaiser 👁️ Computer Vision ⚡ AI Lesson 5y ago
Show HN: Build a DIY license plate reader with machine learning
Show HN: Build a DIY license plate reader with machine learning. 60 comments, 190 points on Hacker News.
Distill.pub 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6y ago
An Overview of Early Vision in InceptionV1
An overview of all the neurons in the first five layers of InceptionV1, organized into a taxonomy of 'neuron groups.'
Hacker News · GrassFedAltCoin 👁️ Computer Vision ⚡ AI Lesson 6y ago
I built a DIY license plate reader with a Raspberry Pi and machine learning
I built a DIY license plate reader with a Raspberry Pi and machine learning. 75 comments, 178 points on Hacker News.
Distill.pub 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 6y ago
A Discussion of 'Adversarial Examples Are Not Bugs, They Are Features': Two Examples of Useful, Non-Robust Features
An example project using webpack and svelte-loader and ejs to inline SVGs
Hacker News · h2odragon 👁️ Computer Vision ⚡ AI Lesson 7y ago
Picture Perfect Box Camera System Design (2019)
Picture Perfect Box Camera System Design (2019). 0 comments, 13 points on Hacker News.
Hacker News · donbox 👁️ Computer Vision ⚡ AI Lesson 7y ago
Remastering Star Trek: Deep Space Nine with Machine Learning
Remastering Star Trek: Deep Space Nine with Machine Learning. 195 comments, 391 points on Hacker News.
Lilian Weng's Blog 👁️ Computer Vision ⚡ AI Lesson 7y ago
Object Detection Part 4: Fast Detection Models
In Part 3 , we have reviewed models in the R-CNN family. All of them are region-based object detection algorithms. They can achieve hig
Lilian Weng's Blog 👁️ Computer Vision ⚡ AI Lesson 8y ago
Object Detection for Dummies Part 3: R-CNN Family
[Updated on 2018-12-20: Remove YOLO here. Part 4 will cover multiple fast object detection algorithms, including YOLO.] [Updated on 2018-12-27: Add bbox regress
Lilian Weng's Blog 👁️ Computer Vision ⚡ AI Lesson 8y ago
Object Detection for Dummies Part 2: CNN, DPM and Overfeat
Part 1 of the “Object Detection for Dummies” series introduced: (1) the concept of image gradient vector and how HOG algorithm summarizes the inform
Distill.pub 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 8y ago
Feature Visualization
How neural networks build up their understanding of images
Lilian Weng's Blog 👁️ Computer Vision ⚡ AI Lesson 8y ago
Object Detection for Dummies Part 1: Gradient Vector, HOG, and SS
I’ve never worked in the field of
OpenAI News 👁️ Computer Vision ⚡ AI Lesson 8y ago
Robust adversarial inputs
We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that
Hacker News · nkurz 👁️ Computer Vision ⚡ AI Lesson 10y ago
The future of computers – Part 1: Multicore and the Memory Wall (2011)
The future of computers – Part 1: Multicore and the Memory Wall (2011). 5 comments, 39 points on Hacker News.
Hacker News · Peroni 👁️ Computer Vision ⚡ AI Lesson 15y ago
Jerome Svigals doing an AMA on Reddit right now
Who is he? Born in 1926 in the Bronx, New York, Jerome Svigals attended City College of New York. In 1950, as second lieutenant in the U.S. Army, he worked on d
Hacker News · fogus 👁️ Computer Vision ⚡ AI Lesson 15y ago
Computer Vision is Artificial Intelligence
Computer Vision is Artificial Intelligence. 24 comments, 51 points on Hacker News.