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aadityasikder's Projects

neural-network-from-scratch- icon neural-network-from-scratch-

This notebook demonstrates a neural network implementation using NumPy, without TensorFlow or PyTorch. Trained on the MNIST dataset, it features an architecture with input layer (784 neurons), two hidden layers (132 and 40 neurons), and an output layer (10 neurons) with sigmoid activation.

nlp_1 icon nlp_1

Natural Language Processing Projects

object_detection_data_processing- icon object_detection_data_processing-

Repository for Raspberry Pi-based object detection with TinyML models like TensorFlow Lite, PyTorch Nano, including data gathering, mAP evaluation, and image data preparation in Jupyter notebooks.

uspss icon uspss

Universal Student Profiling and Security System

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