Machine Learning
Skills Gained
Clothing Classification Using Machine Learning Models
Machine Learning model development (CNN, SVM, Naive Bayes)
Image classification
Data preprocessing and feature extraction
Model evaluation and performance optimization
Team collaboration and problem-solving
Image classification
Data preprocessing and feature extraction
Model evaluation and performance optimization
Team collaboration and problem-solving
2023-2024
Сollaborating closely with my team, we explored various methods for classifying clothing types from images. We implemented Convolutional Neural Networks (CNN), Support Vector Machines (SVM), and Naive Bayes classifiers to approach the task. Through extensive experimentation and analysis, we evaluated the accuracy of each model in recognizing clothing items based on visual features, optimizing the performance across different algorithms.
Сollaborating closely with my team, we explored various methods for classifying clothing types from images. We implemented Convolutional Neural Networks (CNN), Support Vector Machines (SVM), and Naive Bayes classifiers to approach the task. Through extensive experimentation and analysis, we evaluated the accuracy of each model in recognizing clothing items based on visual features, optimizing the performance across different algorithms.