🎥 Digit Recognition using Machine Learning | MNIST Dataset | Python & Deep Learning
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- Опубліковано 31 жов 2024
- Welcome to my Digit Recognition project! In this video, I'll guide you through how I developed a machine learning model to accurately recognize handwritten digits, using a popular dataset and powerful feature extraction techniques. 🖊️✨
🔍 What’s Inside:
Data preprocessing for clean, standardized digit images
Feature extraction techniques, including Pixel Intensities, HOG, Edge Detection, and more
Training machine learning models (SVM, Random Forest, CNN) to classify digits
Fine-tuning model performance with accuracy metrics and confusion matrices
🚀 Want to explore more? Check out the project repository and run the model on your own:
GitHub Repository: github.com/the...
Try it on Google Colab: colab.research...
Stay Connected:
LinkedIn: / supriyanagpal
Twitter: x.com/imsupriy...
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Let's connect and explore the world of digit recognition and artificial intelligence together. 🌟
#AI #MachineLearning #DigitRecognition #HandwrittenDigit #DeepLearning #Python #GoogleColab #GitHub #DataScience