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Adversarial Learning
Computer Vision
Deep Learning
Keras
Machine Learning
TensorFlow
Tutorial

Adversarial Learning with Keras and TensorFlow (Part 1): Overview of Adversarial Learning

January 8, 2024

Table of Contents Adversarial Learning with Keras and TensorFlow (Part 1): Overview of Adversarial Learning Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Creating Adversarial Examples Robustness Toward Adversarial Examples Summary Citation Information Adversarial Learning with…

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Computer Vision
Deep Learning
Machine Learning
Neural Networks
Object Detection
Tutorials

Faster R-CNNs

November 13, 2023

Table of Contents Faster R-CNNs Object Detection and Deep Learning Measuring Object Detector Performance From Where Do the Ground-Truth Examples Come? Why Do We Use Intersection over Union (IoU)? Mean Average Precision (mAP) The (Faster) R-CNN Architecture A Brief History…

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Computer Vision
Embedded
OAK
Object Detection
OpenVINO
Tracking
Tutorials
YOLO

People Counter on OAK

August 21, 2023

Table of Contents People Counter on OAK Introduction Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure What Is a Script Node in DepthAI? Configuring the Prerequisites Defining the Utilities Setting Up Imports Video Detection Pipeline Tracker…

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Computer Vision Datasets
Government Datasets
Image Classification
Instance Segmentation
Machine Learning
Open Source Datasets
Semantic Segmentation

Best Machine Learning Datasets

July 31, 2023

Table of Contents Best Machine Learning Datasets Brief Background of Machine Learning Importance and Role of Datasets in Machine Learning Helping You Find the Best Datasets Computer Vision Datasets Object Detection What Is Object Detection Object Detection Datasets Racetrack Personal…

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Computer Vision
Embedded
OAK
Object Detection
OpenVINO
PyTorch
Tutorials
YOLO
featured blog post image

Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time

May 15, 2023

Table of Contents Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time Introduction Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure YOLOv8 Model Export to OAK Configuring the Prerequisites Defining the Utilities Creating the Images…

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Computer Vision
Embedded
OAK
Object Detection
PyTorch
Tutorials
YOLO

Training the YOLOv8 Object Detector for OAK-D

May 1, 2023

Table of Contents Training the YOLOv8 Object Detector for OAK-D Introduction A Primer on YOLOv8 Configuring Your Development Environment Need Help Configuring Your Development Environment? About the Dataset YOLOv8 Label Format Hand Gesture Recognition Dataset YOLOv8 Training Selecting the Model…

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Machine Learning
featured image for Machine Learning, Computer Vision and Deep Learning

Machine Learning, Computer Vision and Deep Learning

March 30, 2023

Are you tired of hearing buzzwords like “Machine Learning”, “Large Language Models”, and “AGI” everywhere you go, without understanding what they actually mean? If so, you’ve come to the right place. At PyImageSearch, we specialize in breaking down these complex…

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Announcements
Kickstarter
Raspberry Pi

I’m writing a book on Computer Vision and the Raspberry Pi (and I need your input).

March 18, 2019

Today is a big day — I’m formally announcing that I’m writing a brand new book on Computer Vision with the Raspberry Pi. I’ve been wanting to write this book for years, arguably ever since I started playing around with…

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dlib
Raspberry Pi
Tutorials

Install dlib on the Raspberry Pi

May 1, 2017

A few weeks ago I did a blog post on how to install the dlib library on Ubuntu and macOS. Since Raspbian, the operating system that (most) Raspberry Pi users run is Debian-based (as is Ubuntu), the same install instructions…

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You can learn Computer Vision, Deep Learning, and OpenCV.

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