Using Haar Cascade for Object Detection

Before the deep learning revolution redefined computer vision, Haar features and Haar cascades were the tools you must not ignore for object detection. Even today, they are very useful object detectors because they are lightweight. In this post, you will learn about the Haar cascade and how it can detect objects. After completing this post, you will know:

🟢 What is Haar features
🟢 How Haar cascade is using Haar features to detect objects
🟢 Some predefined Haar cascade object detectors in OpenCV
❤️ Let’s get started.

https://machinelearningmastery.com/using-haar-cascade-for-object-detection/

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🔅 Compress Images

from PIL import Image
in_img = 'input.png'
out_img = 'compressed.png' 

# Open the image
with Image.open(in_img) as img:
    # Save the compressed image
    img.save(out_img, 'PNG', quality=80)

print(f"Image compressed successfully!")

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Deep Learning with PyTorch Cheat Sheet
Learn everything you need to know about PyTorch in this convenient cheat sheet

PyTorch is an open-source machine learning library primarily developed by Facebook's AI Research Lab (FAIR). It is widely used for various machine learning and deep learning tasks, including neural network development, natural language processing (NLP), computer vision, and reinforcement learning. In this cheat sheet, learn all the fundamentals of working with PyTorch in one convenient location!

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Deep Learning with PyTorch Cheat Sheet

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Python Cheat Sheet for Beginners

Python is the most popular programming language in data science. Use this cheat sheet to jumpstart your Python learning journey.

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Python Cheat Sheet for Beginners

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DeepFake Detection using Convolutional Neural Networks✅🆕

https://techvidvan.com/tutorials/deepfake-detection-using-cnn/

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🖥 Machine learning tutorials (mainly in Python3)

Machine learning tutorials. A collection of 100+ machine learning lessons written primarily in python.

▪Github: https://github.com/ethen8181/machine-learning

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Deep Learning
NLP
AI
Python
ML
Data Mining
Tensorflow
Keras

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@Machine_learn

Artificial Intelligence && Deep Learning
Channel for who have a passion for -

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* Deep Learning
* Data Science
* Computer vision
* Image Processing
* Research Papers

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190+ Python Interview Questions and Answers (2024)

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Do you enjoy reading this channel?

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🖥 Hide 🕵️‍♂️ your files of any type inside a image of your choice using steganography

A Python library that allows you to hide files of any type inside an image of your choice using steganography.

▪ Github: https://github.com/JoshuaKasa/van-gonography

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🟢 50+ #MachineLearning projects solved & explained using #Python .

A list of 50+ machine learning projects solved and explained using #Python that you can try to improve your data and algorithm skills.

https://thecleverprogrammer.com/2023/07/15/machine-learning-projects-using-python/

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🖥 JupySQL: Better SQL in Jupyter

JupySQL allows you to run SQL and plot large datasets in Jupyter using the magic of %sql, %%sql и %sqlplot.

JupySQL is compatible with all major databases (e.g. PostgreSQL, MySQL, SQL Server ), data warehouses (e.g. Snowflake, BigQuery, Redshift ) and embedded engines ( SQLite and DuckDB ).

pip install jupysql

GitHub: https://github.com/ploomber/jupysql

Docs: https://jupysql.ploomber.io/en/latest/quick-start.html

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