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  1. exercise-face-detection-and-classification-deepface-tensorflow-svm exercise-face-detection-and-classification-deepface-tensorflow-svm Public

    Facial recognition project with DeepFace embeddings, TensorFlow, and SVM classification.

    Jupyter Notebook

  2. exercise-similar-product-recommendations-by-image exercise-similar-product-recommendations-by-image Public

    An image-based recommendation system using Deep Learning

    Jupyter Notebook

  3. exercise-yolo-label-train exercise-yolo-label-train Public

    Custom dataset (teapot, mug) labeling with LabelMe and YOLO object detection training via transfer learning.

    Jupyter Notebook

  4. exercise-cats-vs-dogs exercise-cats-vs-dogs Public

    A classic example of learning transfer using images of cats and dogs.

    Jupyter Notebook

  5. exercise-classification-metrics exercise-classification-metrics Public

    Manual Implementation of Classification Metrics: MNIST Case Study

    Jupyter Notebook

  6. exercise-image-dimensionality-reduction exercise-image-dimensionality-reduction Public

    Reducing the dimensionality of images by applying grayscale and binary images as examples.

    Jupyter Notebook