🧠 Computer Vision Project Collection

This repository contains a collection of deep learning projects focused on computer vision tasks such as image classification, pose estimation, and real-time webcam inference.

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📂 Folder Structure

CV-Projects/
├── food-image-classification
├── pose-sync-evaluator
├── real-time-daily-activity-recognizer
└── recyclable-waste-classification

📌 Projects

• Food Image Classification
  CNNs and transfer learning applied to food image datasets for classification.

• Pose Sync Evaluator
  Pose estimation with similarity metrics (cosine similarity, DTW) for movement evaluation and feedback.

• Real-Time Daily Activity Recognizer
  Real-time activity classification using webcam input and CNN-based models.

• Recyclable Waste Classification
  Image classification of recyclable materials (cardboard, glass, metal, etc.) using CNN baselines and transfer learning (ResNet, EfficientNet).

🛠️ Tools & Technologies

• Python, TensorFlow, Keras
• OpenCV, Matplotlib, scikit-learn
• Jupyter Notebook, Streamlit, Selenium

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🎯 Project Themes

• Image classification with CNNs and pre-trained models
• Pose-based evaluation and synchronization analysis
• Real-time activity recognition with webcam input
• Hands-on deep learning practice through structured experiments
• Environmental AI: recyclable waste image classification

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👤 Author

Maintained by hojjang98
📅 Last updated: September 2025