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This project is an image classification project using a deep-learning based on Convolutional Neural Networks (CNNs) with Keras. The Dogs vs. Cats is a classic problem for anyone who wants to dive deeper into deep-learning.

License: MIT License

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cnn confusion-matrix confusion-matrix-heatmap convolutional-neural-networks deep-learning image-classification keras tutorial tutorial-code

keras-cnn-cats-vs-dogs-image-classification's Introduction

Hi ๐Ÿ‘‹, I'm Mohamed Amine

I am a computer vision engineer with experience in embedded software development.

Welcome to my GitHub profile! I am a computer vision engineer with a background in embedded software development. Here you will find a collection of my personal projects and contributions to open-source projects. My expertise lies in utilizing machine learning and computer vision techniques to solve real-world problems.

I am always eager to learn new technologies and techniques, and I am excited to continue growing as a developer in this field.
Please feel free to check out my projects and contributions, and let me know if you have any questions or comments.

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โš™๏ธ My Projects :

๐ŸŽจAI Artistic Generation :
๐Ÿ”ฌ Model Exploration and AI Explainability:
๐Ÿ”Ž Object Detection :
โš™๏ธ Image Classification :
๐Ÿ“– My old projects :

๐Ÿ’ป What I'm currently working on

๐Ÿ“Œ Maintaining and improving my own custom made dlib functions for face recognition:
  • Adding more exception handling features .
  • Adding KNN algorithm for facial features search to reduce search time and improve recognition precision when dealing with large csv files.
  • Adding more database functionnalities.
  • Adding object tracking functionnalities to increase frame processing speed and overall FPS througput.

๐Ÿ“Œ Training and deploying a real-time custom object detector.
๐Ÿ“Œ Creating AR interactive video games with Unity 3D and hand gestures.

๐Ÿ’ป Programming languages and IDEs :

  • Languages: ย  Python C C++

  • IDEs : ย  PyCharm Spyder Colab Sublime Text VS studio

๐Ÿ› ๏ธ Tools and Frameworks :

๐Ÿ“š ML frameworks :
PyTorch TensorFlow Keras Scikit-learn Dlib
pytorch tensorflow keras Scikit-learn Dlib
๐Ÿ“Š Data visualization and image processing :
Matplotlib OpenCV Pillow Pandas Numpy
matplotlib OpenCV Pillow Pandas numpy
โ™ป๏ธ Version control :
Git Github
git github
๐Ÿ’ป Development boards :
STM32 Arduino Esp32

๐Ÿ“ซ Where to find me

keras-cnn-cats-vs-dogs-image-classification's People

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