DeepFace: State-of-the-Art Face Attribute Analysis in Python
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Frank
- February 10, 2023
- age prediction
- age prediction from facial images
- computer vision face detection
- data magic
- Data Science
- Deep Learning
- deepface
- deepface library in python
- deepface python
- Face Detection
- face detection with opencv
- FACE RECOGNITION
- face recognition python
- face verification
- facial emotion recognition
- Facial Recognition
- gender prediction
- image processing
- Machine Learning
- mediapipe
- OpenCV
- python computer vision
- rob mulla
Rob Mulla provides this tutorial where he goes over how to use DeepFace. Deepface is a lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for python.
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OpenCV Python Tutorial #3 | Reading an Image
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Frank
- February 14, 2022
- artificial intelligence
- Computer Vision
- computer vision algorithms
- computer vision tutorial
- computer vision tutorials
- image processing
- OpenCV
- opencv python
- opencv python tutorial
- opencv tutorial
- opencv tutorials
- python course
- python for beginners
- python tutorial for beginners
- TensorFlow
In lesson 3 of the OpenCV Course you will learn how to Read in a simple Image which we will then use for processing using the OpenCV Library.
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CT Scans and Tomographic Recon in Python
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Frank
- November 29, 2021
- cnn image classification python
- computed tomography
- computed tomography (diagnostic test)
- Computer Science
- image analysis
- image classification in python
- image classification using cnn in python
- image processing
- image registration
- image volume
- itk python
- medical image
- medical images python
- Python
- python (programming language)
- python image processing
- python image processing project
- python interactive 3d plots
- python widgets
- python xray
- tomography
In this video, learn basic analytical reconstruction techniques in the field of computed tomography, I Code: https://github.com/lukepolson/youtube_channel/blob/main/Python%20Metaphysics%20Series/vid27.ipynb
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Image Processing on Delta Lake
Deep learning has certainly come a long way over the past few years, and working with images has gotten simpler thanks to advances in data engineering techniques and tactics. Delta Lake has been amazing at creating a tabular structured transactional layer on object storage, but what about handling images at scale? Would you like to […]
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The Applications of Matrices
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Frank
- December 8, 2020
- applications of matrices
- applied math
- eigenvalue
- eigenvector
- Graph Theory
- how are matrices used in the real world
- image processing
- Linear Algebra
- major prep
- majorprep
- Mathematics
- matrices
- matrix applications
- matrix math
- matrix multiplication
- systems of equations
- understanding matrices
- what are the applications of matrices
- what is a matrix
Zach Star echoes my thoughts with this video on what he wishes his teachers told him about matrices. Given the relevance of linear algebra to quantum computing, this could not be more timely.
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Learn OpenCV in 3 Hours with Python
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Frank
- June 9, 2020
- Computer Vision
- computer vision basics
- face
- haar
- image processing
- install opencv
- learn computer vision
- Learn OpenCV
- Learn Python
- Object Detection
- OpenCV
- opencv object detection
- opencv projects
- opencv pyhton tutorials
- opencv python
- opencv python install
- opencv python tutorial
- opencv tutorial
- opencv tutorial for beginners
- pycharm ide
- python (programming language)
- python for beginners
- python scripting tutorial
- python tutorial
- python tutorial for beginners
Here’s a great tutorial on how OpenCV. Time Index: Introduction to Images: 2:17 Installations: 4:37 Chapter 1: 9:09 Chapter 2: 17:01 Chapter 3: 27:31 Chapter 4: 34:12 Chapter 5: 44:59 Chapter 6: 50:04 Chapter 7: 56:14 Chapter 8: 1:15:37 Chapter 9: 1:40:31 Project 1: 1:46:03 Project 2: 2:15:45 Project 3: 2:56:34
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The Mathematics of Image Compression
Zach Star explains the mathematics of image compression – an important technology even in our age of broadband connections.
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Explainable Computer Vision with Grad-CAM
Siraj Raval explores why does a computer algorithm classify an image the way that it does? This is a question that is critical when it comes to AI applied to diagnostics, driving, or any other form of critical decision making. In this video, he raises awareness around one technique in particular that I found called […]
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