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  1. animal-behavior-prediction-ml animal-behavior-prediction-ml Public

    Machine learning pipeline for understanding animal behavior using pose estimation, tracking evaluation (IoU, MOTA, HOTA), and clustering methods combining image keypoints and audio features.

    Jupyter Notebook

  2. OCR-handwriting-recognition OCR-handwriting-recognition Public

    This repository contains a complete implementation of a **handwritten character recognition system** using **Convolutional Neural Networks (CNNs)**.

    Jupyter Notebook

  3. real-time-visual-tracking-rnn real-time-visual-tracking-rnn Public

    Deep learning pipeline for visual object detection and tracking using CNNs and ConvLSTM networks, with synthetic dataset generation, IoU analysis, and OpenCV DNN benchmarking.

    Jupyter Notebook

  4. image-classification-cnn-transfer-learning image-classification-cnn-transfer-learning Public

    Image classification experiments using CNNs, transfer learning (VGG16), inception modules, and residual networks on Cats vs Dogs and CIFAR-10 datasets.

    Jupyter Notebook

  5. yolov3-object-detection-and-evaluation yolov3-object-detection-and-evaluation Public

    OLOv3-based object detection pipeline with custom decoder, skip connections, XML ground truth extraction, and mAP/IoU evaluation.

    Jupyter Notebook

  6. customer-segmentation-kmeans customer-segmentation-kmeans Public

    Customer segmentation using unsupervised learning (K-Means) with RFM-style features on the Online Retail dataset.

    Jupyter Notebook