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gan-image-generation
gan-image-generation PublicThis 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 …
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trashcam-app
trashcam-app PublicAI-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…
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unet-segmentation-mobilenetv2-few-shot-learning-tuberculosis-classification
unet-segmentation-mobilenetv2-few-shot-learning-tuberculosis-classification PublicTwo-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…
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vision-transformer-for-cifar10-image-classification
vision-transformer-for-cifar10-image-classification PublicThis 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…
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KDLight
KDLight PublicA lightweight knowledge distillation framework for medical image classification, using temperature-scaled teacher-student training to compress deep models while preserving diagnostic accuracy.
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neuro
neuro PublicMedical 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…
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