Foundations

Computer Vision

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

1,332
lessons
Skills in this topic
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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
OpenCV Course - Full Tutorial with Python
Computer Vision
OpenCV Course - Full Tutorial with Python
freeCodeCamp.org Beginner 5y ago
Jetson AI Fundamentals - S3E6 - Semantic Segmentation
Computer Vision
Jetson AI Fundamentals - S3E6 - Semantic Segmentation
NVIDIA Developer Beginner 5y ago
Jetson AI Fundamentals - S3E5 - Training Object Detection Models
Computer Vision
Jetson AI Fundamentals - S3E5 - Training Object Detection Models
NVIDIA Developer Beginner 5y ago
TensorFlow vs PyTorch: Fireside
Computer Vision
TensorFlow vs PyTorch: Fireside
Roboflow Intermediate 5y ago
How to Train a Custom Faster R-CNN Model with Facebook AI's Detectron2 | Use Your Own Dataset
Computer Vision
How to Train a Custom Faster R-CNN Model with Facebook AI's Detectron2 | Use Your Own Dataset
Roboflow Intermediate 5y ago
Building a No-Code Machine Learning Application (for Computer Vision) with Microsoft's Lobe
Computer Vision ⚡ AI Lesson
Building a No-Code Machine Learning Application (for Computer Vision) with Microsoft's Lobe
Data Professor Intermediate 5y ago
#TWIMLfest: Computer Vision Office Hours
Computer Vision ⚡ AI Lesson
#TWIMLfest: Computer Vision Office Hours
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
LambdaNetworks: Modeling long-range Interactions without Attention (Paper Explained)
Computer Vision ⚡ AI Lesson
LambdaNetworks: Modeling long-range Interactions without Attention (Paper Explained)
Yannic Kilcher Beginner 5y ago
Python Return Statement Best Practices and Working With the map() | Real Python Podcast #31
Computer Vision
Python Return Statement Best Practices and Working With the map() | Real Python Podcast #31
Real Python Beginner 5y ago
Data scientists should be more end-to-end | Machine Learning Monthly September 2020
Computer Vision ⚡ AI Lesson
Data scientists should be more end-to-end | Machine Learning Monthly September 2020
Daniel Bourke Beginner 5y ago
Spatial Analysis for Real-Time Video Processing with Adina Trufinescu - #417
Computer Vision ⚡ AI Lesson
Spatial Analysis for Real-Time Video Processing with Adina Trufinescu - #417
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
An image is worth 16x16 words: ViT | Vision Transformer explained
Computer Vision
An image is worth 16x16 words: ViT | Vision Transformer explained
AI Coffee Break with Letitia Beginner 5y ago
This computer vision algorithm removes the water from underwater images !
Computer Vision
This computer vision algorithm removes the water from underwater images !
What's AI by Louis-François Bouchard Beginner 5y ago
Building projects with fastai - From Model Training to Deployment
Computer Vision ⚡ AI Lesson
Building projects with fastai - From Model Training to Deployment
Harshit Tyagi Beginner 5y ago
Real-time semantic segmentation in the browser  - Made with TensorFlow.js
Computer Vision ⚡ AI Lesson
Real-time semantic segmentation in the browser - Made with TensorFlow.js
TensorFlow Advanced 5y ago
YOLOv4 in the CLOUD: Build Object Tracking Using DeepSORT in Google Colab (FREE GPU)
Computer Vision ⚡ AI Lesson
YOLOv4 in the CLOUD: Build Object Tracking Using DeepSORT in Google Colab (FREE GPU)
The AI Guy Beginner 5y ago
5 Essential Data Science Projects for Your Portfolio
Computer Vision ⚡ AI Lesson
5 Essential Data Science Projects for Your Portfolio
Ken Jee Beginner 5y ago
License Plate Recognition Using YOLOv4 Object Detection, OpenCV, and Tesseract OCR
Computer Vision ⚡ AI Lesson
License Plate Recognition Using YOLOv4 Object Detection, OpenCV, and Tesseract OCR
The AI Guy Beginner 5y ago
3 Machine Learning Projects For Beginners (Highly visual) | 2021
Computer Vision
3 Machine Learning Projects For Beginners (Highly visual) | 2021
Aleksa Gordić - The AI Epiphany Beginner 5y ago
Multimodal Machine Learning models do not work. Here is why. Part 1/2 – The SYMPTOMS
Computer Vision
Multimodal Machine Learning models do not work. Here is why. Part 1/2 – The SYMPTOMS
AI Coffee Break with Letitia Beginner 5y ago
Novel Image Captioning
Computer Vision
Novel Image Captioning
Microsoft Research Intermediate 5y ago
Introduction to Customer Segmentation | 365 Data Science Online Course
Computer Vision
Introduction to Customer Segmentation | 365 Data Science Online Course
365 Data Science Beginner 5y ago
Create ML/AI Web App with Python and Streamlit - PencilSketcher App
Computer Vision
Create ML/AI Web App with Python and Streamlit - PencilSketcher App
1littlecoder Beginner 5y ago
Jetson AI Fundamentals - S3E3 - Training Image Classification Models
Computer Vision
Jetson AI Fundamentals - S3E3 - Training Image Classification Models
NVIDIA Developer Beginner 5y ago
Jetson AI Fundamentals - S3E2 - Image Classification Inference
Computer Vision ⚡ AI Lesson
Jetson AI Fundamentals - S3E2 - Image Classification Inference
NVIDIA Developer Beginner 5y ago
Luxonis OAK-D: Computer Vision on Device
Computer Vision ⚡ AI Lesson
Luxonis OAK-D: Computer Vision on Device
Roboflow Beginner 5y ago
The Alphabet in American Sign Language
Computer Vision
The Alphabet in American Sign Language
Roboflow Intermediate 5y ago
How is computer vision changing manufacturing?
Computer Vision
How is computer vision changing manufacturing?
Roboflow Beginner 5y ago
What is PASCAL VOC XML?
Computer Vision
What is PASCAL VOC XML?
Roboflow Beginner 5y ago
How do self driving cars know when to stop?
Computer Vision
How do self driving cars know when to stop?
Roboflow Beginner 5y ago
GA Hosts Roboflow - Healthcare and AI
Computer Vision
GA Hosts Roboflow - Healthcare and AI
Roboflow Intermediate 5y ago
Glenn Jocher: Image Augmentation in YOLO v5 and Beyond
Computer Vision ⚡ AI Lesson
Glenn Jocher: Image Augmentation in YOLO v5 and Beyond
Roboflow Beginner 5y ago
Getting Started with Image Data Augmentation
Computer Vision ⚡ AI Lesson
Getting Started with Image Data Augmentation
Roboflow Beginner 5y ago
Is Grayscale a Preprocessing or Augmentation Step in Computer Vision?
Computer Vision
Is Grayscale a Preprocessing or Augmentation Step in Computer Vision?
Roboflow Beginner 5y ago
Understanding Cultural Trends with Computer Vision w/ Kavita Bala - #410
Computer Vision ⚡ AI Lesson
Understanding Cultural Trends with Computer Vision w/ Kavita Bala - #410
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Accelerate AI development for Computer Vision on the NVIDIA Jetson with alwaysAI
Computer Vision
Accelerate AI development for Computer Vision on the NVIDIA Jetson with alwaysAI
NVIDIA Developer Intermediate 5y ago
How to Train YOLOv4 on a Custom Dataset in Darknet
Computer Vision
How to Train YOLOv4 on a Custom Dataset in Darknet
Roboflow Beginner 5y ago
How to Manage Classes in Object Detection (Rename, Combine, Balance)
Computer Vision
How to Manage Classes in Object Detection (Rename, Combine, Balance)
Roboflow Intermediate 5y ago
Getting Started with VoTT - Computer Vision Annotation
Computer Vision ⚡ AI Lesson
Getting Started with VoTT - Computer Vision Annotation
Roboflow Beginner 5y ago
Crop and Save YOLOv4 Object Detections | Custom YOLOv4 Functions with TensorFlow
Computer Vision ⚡ AI Lesson
Crop and Save YOLOv4 Object Detections | Custom YOLOv4 Functions with TensorFlow
The AI Guy Beginner 5y ago
Elisha Odemakinde Hosts Roboflow ML Engineer, Jacob Solawetz
Computer Vision ⚡ AI Lesson
Elisha Odemakinde Hosts Roboflow ML Engineer, Jacob Solawetz
Roboflow Advanced 5y ago
Deploy YOLOv5 to Jetson Xavier NX at 30 FPS
Computer Vision ⚡ AI Lesson
Deploy YOLOv5 to Jetson Xavier NX at 30 FPS
Roboflow Beginner 5y ago
How to Label Images for Object Detection with CVAT
Computer Vision
How to Label Images for Object Detection with CVAT
Roboflow Intermediate 5y ago
How to Train a Custom Resnet34 Image Classification Model
Computer Vision ⚡ AI Lesson
How to Train a Custom Resnet34 Image Classification Model
Roboflow Beginner 5y ago
Teaser: Roboflow Train (1-Click Computer Vision AutoML)
Computer Vision
Teaser: Roboflow Train (1-Click Computer Vision AutoML)
Roboflow Beginner 5y ago
Tackling the Small Object Problem in Object Detection
Computer Vision
Tackling the Small Object Problem in Object Detection
Roboflow Intermediate 5y ago
How to Train a Custom Mobile Object Detection Model (with YOLOv4 Tiny and TensorFlow Lite)
Computer Vision
How to Train a Custom Mobile Object Detection Model (with YOLOv4 Tiny and TensorFlow Lite)
Roboflow Advanced 5y ago
Object Tracking Using YOLOv4, Deep SORT, and TensorFlow
Computer Vision ⚡ AI Lesson
Object Tracking Using YOLOv4, Deep SORT, and TensorFlow
The AI Guy Beginner 5y ago
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Custom Document Extraction with Document AI Workbench
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Self-paced
Custom Document Extraction with Document AI Workbench
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Customer Relationship Management
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Customer Relationship Management
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Preparing Multimodal Data: Vision, Audio, and NLP Pipelines
📚 Coursera Course ↗
Self-paced
Preparing Multimodal Data: Vision, Audio, and NLP Pipelines
Opens on Coursera ↗
Create and Test a Document AI Processor
📚 Coursera Course ↗
Self-paced
Create and Test a Document AI Processor
Opens on Coursera ↗
Fine-Tuning and Evaluating Vision AI Models
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Self-paced
Fine-Tuning and Evaluating Vision AI Models
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Self-Driving Car Specialization Course
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Self-Driving Car Specialization Course
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