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Data-Science-Learning
Data-Science-Learning PublicFrom data handling to model training: a method-by-method educational repo for Data Processing, Machine Learning, and Deep Learning, with examples and best practices.
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Network-Intrusion-Detection-using-Machine-Learning-NSL-KDD-
Network-Intrusion-Detection-using-Machine-Learning-NSL-KDD- PublicCybersecurity project implementing an Anomaly-Based Network Intrusion Detection System (IDS) using One-Class SVM and the NSL-KDD dataset for detecting network attacks, abnormal traffic, and malicio…
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People-Clothing-Segmentation
People-Clothing-Segmentation PublicDeep Learning based human clothing semantic segmentation using U-Net with TensorFlow/Keras. Pixel-level classification of 59 clothing and body-part classes for fashion AI, virtual try-on, and human…
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Cell-instance-segmentation-unet-dsb2018
Cell-instance-segmentation-unet-dsb2018 PublicThis project serves as a practical implementation of semantic segmentation in medical imaging and can be extended for research or clinical applications involving cell detection, cancer research, an…
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IMDB-word-embedding-sentiment
IMDB-word-embedding-sentiment PublicSentiment analysis of IMDb movie reviews using Word Embedding methods, including text preprocessing, feature extraction, model training, and performance evaluation.
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