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object-detection
object-detection PublicImplementations of state-of-the-art object detection models (Faster R-CNN, Mask R-CNN, SSD, RetinaNet, YOLOv3) on subsets of public datasets like COCO, Pascal VOC, OpenImages, and ImageNet.
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time-series-alignment-with-DTW
time-series-alignment-with-DTW PublicPython notebooks exploring time series alignment with Dynamic Time Warping (DTW), including preprocessing, scaling, and customizable distance metrics.
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weather-time-series-forecasting
weather-time-series-forecasting PublicTime series forecasting on weather data using AR, RNN, Attention, and Transformer models across multiple resolutions and prediction horizons.
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sea-sar-detectors
sea-sar-detectors PublicImplementation and evaluation of object detectors (YOLOv1, Faster R-CNN, RetinaNet, YOLOv8, DETR) on the SeaDronesSee dataset, a collection of drone-captured images designed for small-object mariti…
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coursera-specializations
coursera-specializations PublicMy completed programming assignments from Coursera specializations, starting with Andrew Ng’s Machine Learning and Deep Learning courses, and later expanding into NLP, TensorFlow, and data science.
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deep-learning-with-python
deep-learning-with-python PublicMy implementations and notes from François Chollet’s book Deep Learning with Python (1st Edition), organized in 4 parts.
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