Foundations

Computer Vision

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

1,332
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
Top 5 Stable diffusion tips for newcomers.
Computer Vision
Top 5 Stable diffusion tips for newcomers.
Sebastian Kamph Beginner 3y ago
Todd Howard: Skyrim, Elder Scrolls 6, Fallout, and Starfield | Lex Fridman Podcast #342
Computer Vision ⚡ AI Lesson
Todd Howard: Skyrim, Elder Scrolls 6, Fallout, and Starfield | Lex Fridman Podcast #342
Lex Fridman Beginner 3y ago
OneFormer - SOTA Instance Segmentation with Detectron2 | Tutorial | Google Colab
Computer Vision
OneFormer - SOTA Instance Segmentation with Detectron2 | Tutorial | Google Colab
Roboflow Beginner 3y ago
How to Get Started with Contributing to Open Source
Computer Vision
How to Get Started with Contributing to Open Source
AssemblyAI Beginner 3y ago
Don't make these 7 mistakes in Stable diffusion.
Computer Vision
Don't make these 7 mistakes in Stable diffusion.
Sebastian Kamph Beginner 3y ago
How to Train YOLOv6 on a Custom Dataset
Computer Vision
How to Train YOLOv6 on a Custom Dataset
Roboflow Beginner 3y ago
Indie Hackers Most Important Resource: RUNWAY
Computer Vision
Indie Hackers Most Important Resource: RUNWAY
IndyDevDan Beginner 3y ago
Customer Data Science Models - Retail and CPG | DataHour - by Surojit Dhar
Computer Vision ⚡ AI Lesson
Customer Data Science Models - Retail and CPG | DataHour - by Surojit Dhar
Analytics Vidhya Beginner 3y ago
Easy Face Recognition and Analysis with Python
Computer Vision
Easy Face Recognition and Analysis with Python
AssemblyAI Beginner 3y ago
Abbas Amanat: Iran Protests, Mahsa Amini, History, CIA & Nuclear Weapons | Lex Fridman Podcast #334
Computer Vision
Abbas Amanat: Iran Protests, Mahsa Amini, History, CIA & Nuclear Weapons | Lex Fridman Podcast #334
Lex Fridman Beginner 3y ago
CS50x 2023 - Lecture 6 - Python
Computer Vision
CS50x 2023 - Lecture 6 - Python
CS50 Beginner 3y ago
I tried to build a ML Drowsiness Detector App (with sound alerts) in 15 mins
Computer Vision
I tried to build a ML Drowsiness Detector App (with sound alerts) in 15 mins
Nicholas Renotte Beginner 3y ago
OpenAI's CLIP for Zero Shot Image Classification
Computer Vision
OpenAI's CLIP for Zero Shot Image Classification
James Briggs Beginner 3y ago
Yolov7 Custom Object Detection in Python Tutorial  - Chess Piece Detection
Computer Vision
Yolov7 Custom Object Detection in Python Tutorial - Chess Piece Detection
Rob Mulla Beginner 3y ago
More Chessboard Computer Vision AI - Data Science Uncut - Sep 13
Computer Vision
More Chessboard Computer Vision AI - Data Science Uncut - Sep 13
Rob Mulla Beginner 3y ago
#103 How Data Literacy Skills Help You Succeed (with Jordan Morrow)
Computer Vision ⚡ AI Lesson
#103 How Data Literacy Skills Help You Succeed (with Jordan Morrow)
DataCamp Beginner 3y ago
Training my deadlift bot with MediaPipe and OpenCV
Computer Vision
Training my deadlift bot with MediaPipe and OpenCV
Nicholas Renotte Beginner 3y ago
Bag of *Visual* Words for Image Classification and Retrieval
Computer Vision
Bag of *Visual* Words for Image Classification and Retrieval
James Briggs Beginner 3y ago
TensorFlow Serving client examples
Computer Vision ⚡ AI Lesson
TensorFlow Serving client examples
TensorFlow Beginner 3y ago
What is Image Classification - ML1M
Computer Vision
What is Image Classification - ML1M
Roboflow Beginner 3y ago
Train Instance Segmentation Model with Detectron2 | Tutorial | Custom Dataset | Google Colab
Computer Vision
Train Instance Segmentation Model with Detectron2 | Tutorial | Custom Dataset | Google Colab
Roboflow Beginner 3y ago
Dreambooth in Automatic1111. Cpu only & gpu option.
Computer Vision ⚡ AI Lesson
Dreambooth in Automatic1111. Cpu only & gpu option.
Sebastian Kamph Beginner 3y ago
Use Stable Diffusion to Generate Synthetic Data to Train Computer Vision Models
Computer Vision
Use Stable Diffusion to Generate Synthetic Data to Train Computer Vision Models
Roboflow Beginner 3y ago
How to install Deforum locally. Stable diffusion animation.
Computer Vision
How to install Deforum locally. Stable diffusion animation.
Sebastian Kamph Beginner 3y ago
How to Train YOLOv5-Classification on a Custom Dataset
Computer Vision ⚡ AI Lesson
How to Train YOLOv5-Classification on a Custom Dataset
Roboflow Beginner 3y ago
Stable diffusion prompt tutorial. NEW PROMPT BOOK released!
Computer Vision
Stable diffusion prompt tutorial. NEW PROMPT BOOK released!
Sebastian Kamph Beginner 3y ago
How to Train YOLOv5 Instance Segmentation on a Custom Dataset
Computer Vision ⚡ AI Lesson
How to Train YOLOv5 Instance Segmentation on a Custom Dataset
Roboflow Beginner 3y ago
Kanye 'Ye' West Interview | Lex Fridman Podcast #332
Computer Vision ⚡ AI Lesson
Kanye 'Ye' West Interview | Lex Fridman Podcast #332
Lex Fridman Beginner 3y ago
Prompt Editing and Alternating Words in Stable Diffusion.
Computer Vision
Prompt Editing and Alternating Words in Stable Diffusion.
Sebastian Kamph Beginner 3y ago
Stable diffusion video input tutorial. How I made this music video singing animation.
Computer Vision ⚡ AI Lesson
Stable diffusion video input tutorial. How I made this music video singing animation.
Sebastian Kamph Beginner 3y ago
GothamChess: Hans Niemann, Magnus Carlsen, Cheating Scandal & Chess Bots | Lex Fridman Podcast #327
Computer Vision
GothamChess: Hans Niemann, Magnus Carlsen, Cheating Scandal & Chess Bots | Lex Fridman Podcast #327
Lex Fridman Beginner 3y ago
Stable diffusion animation tutorial. Deforum ALL settings explained. Make your own AI video!
Computer Vision
Stable diffusion animation tutorial. Deforum ALL settings explained. Make your own AI video!
Sebastian Kamph Beginner 3y ago
Stable diffusion img2img tutorial.
Computer Vision
Stable diffusion img2img tutorial.
Sebastian Kamph Beginner 3y ago
Stable diffusion Animation tutorial with AUTOMATIC AUDIO SYNC. Make your own AI music video!
Computer Vision
Stable diffusion Animation tutorial with AUTOMATIC AUDIO SYNC. Make your own AI music video!
Sebastian Kamph Beginner 3y ago
How to Train YOLOv7 On a Custom Dataset
Computer Vision
How to Train YOLOv7 On a Custom Dataset
Roboflow Beginner 3y ago
How to Setup a Jetson Nano 2GB for computer vision with Roboflow
Computer Vision ⚡ AI Lesson
How to Setup a Jetson Nano 2GB for computer vision with Roboflow
Roboflow Beginner 3y ago
Botez Sisters: Chess, Streaming, and Fame | Lex Fridman Podcast #319
Computer Vision
Botez Sisters: Chess, Streaming, and Fame | Lex Fridman Podcast #319
Lex Fridman Beginner 3y ago
Chess Board Computer Vision AI - Data Science Uncut (Sep 7, 2022)
Computer Vision
Chess Board Computer Vision AI - Data Science Uncut (Sep 7, 2022)
Rob Mulla Beginner 3y ago
Jordan Peterson: Life, Death, Power, Fame, and Meaning | Lex Fridman Podcast #313
Computer Vision
Jordan Peterson: Life, Death, Power, Fame, and Meaning | Lex Fridman Podcast #313
Lex Fridman Beginner 3y ago
Magatte Wade: Africa, Capitalism, Communism, and the Future of Humanity | Lex Fridman Podcast #311
Computer Vision ⚡ AI Lesson
Magatte Wade: Africa, Capitalism, Communism, and the Future of Humanity | Lex Fridman Podcast #311
Lex Fridman Beginner 3y ago
John Carmack: Doom, Quake, VR, AGI, Programming, Video Games, and Rockets | Lex Fridman Podcast #309
Computer Vision
John Carmack: Doom, Quake, VR, AGI, Programming, Video Games, and Rockets | Lex Fridman Podcast #309
Lex Fridman Beginner 3y ago
Introducing the Roboflow Deployment Tab
Computer Vision ⚡ AI Lesson
Introducing the Roboflow Deployment Tab
Roboflow Beginner 3y ago
Can we detect objects with the NEW YOLOv6 Model?
Computer Vision ⚡ AI Lesson
Can we detect objects with the NEW YOLOv6 Model?
Nicholas Renotte Beginner 3y ago
Roboflow Deploy: Inference with the Hosted API and Python Package (July 2022)
Computer Vision
Roboflow Deploy: Inference with the Hosted API and Python Package (July 2022)
Roboflow Beginner 3y ago
Getting Started with Roboflow (July 2022)
Computer Vision
Getting Started with Roboflow (July 2022)
Roboflow Beginner 3y ago
Joe Rogan: Comedy, Controversy, Aliens, UFOs, Putin, CIA, and Freedom | Lex Fridman Podcast #300
Computer Vision ⚡ AI Lesson
Joe Rogan: Comedy, Controversy, Aliens, UFOs, Putin, CIA, and Freedom | Lex Fridman Podcast #300
Lex Fridman Beginner 3y ago
Susan Cain: The Power of Introverts and Loneliness | Lex Fridman Podcast #298
Computer Vision
Susan Cain: The Power of Introverts and Loneliness | Lex Fridman Podcast #298
Lex Fridman Beginner 3y ago
Jonathan Reisman: The Human Body - From Sex & Sperm to Hands & Heart | Lex Fridman Podcast #297
Computer Vision ⚡ AI Lesson
Jonathan Reisman: The Human Body - From Sex & Sperm to Hands & Heart | Lex Fridman Podcast #297
Lex Fridman Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Document AI: Project & API Writing
📚 Coursera Course ↗
Self-paced
Document AI: Project & API Writing
Opens on Coursera ↗
Process Documents with Python Using the Document AI API
📚 Coursera Course ↗
Self-paced
Process Documents with Python Using the Document AI API
Opens on Coursera ↗
Anatomy of the Abdomen and Pelvis; a journey from basis to clinic.
📚 Coursera Course ↗
Self-paced
Anatomy of the Abdomen and Pelvis; a journey from basis to clinic.
Opens on Coursera ↗
Enhance Images: Quality Fixes Fast
📚 Coursera Course ↗
Self-paced
Enhance Images: Quality Fixes Fast
Opens on Coursera ↗
Landing.AI for Beginners: Build Data Visualization AI Models
📚 Coursera Course ↗
Self-paced
Landing.AI for Beginners: Build Data Visualization AI Models
Opens on Coursera ↗
Introduction to Computer Vision with TensorFlow
📚 Coursera Course ↗
Self-paced
Introduction to Computer Vision with TensorFlow
Opens on Coursera ↗