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msaadx/README.md

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  1. gan-image-generationgan-image-generationPublic

    This repository contains an implementation of a Generative Adversarial Network (GAN) designed for image generation. The model is trained using deep learning techniques to generate realistic images …

    Jupyter Notebook

  2. trashcam-apptrashcam-appPublic

    AI-powered littering detection and enforcement system: YOLOv8 + SORT tracking spots litter, FaceNet face recognition and TrOCR license-plate reading identify offenders, and a local LLM drafts incid…

    JavaScript

  3. unet-segmentation-mobilenetv2-few-shot-learning-tuberculosis-classificationunet-segmentation-mobilenetv2-few-shot-learning-tuberculosis-classificationPublic

    Two-stage pipeline for chest X-rays: a U-Net segments the lungs, then a MobileNetV2 few-shot learner classifies tuberculosis from the segmented regions, benchmarked against EfficientNetB0 and ResNe…

    Jupyter Notebook

  4. vision-transformer-for-cifar10-image-classificationvision-transformer-for-cifar10-image-classificationPublic

    This repository contains an implementation of the Vision Transformer (ViT) for image classification. The model leverages the Transformer architecture, originally designed for NLP, and applies it to…

    Jupyter Notebook

  5. KDLightKDLightPublic

    A lightweight knowledge distillation framework for medical image classification, using temperature-scaled teacher-student training to compress deep models while preserving diagnostic accuracy.

    Jupyter Notebook

  6. neuroneuroPublic

    Medical image classification pipeline unifying chest X-ray, brain MRI, and endoscopy datasets: a MobileNet feature extractor with a metaheuristic (chain foraging/cyclone) search over inception-bloc…

    Jupyter Notebook