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1. small-object-detection-visdrone small-object-detection-visdrone Public

   Small Object Detection in Dense UAV Imagery using YOLOv8-L with Structured Ablation (EMA, P2 Head, PIoU) and SAHI Evaluation on VisDrone2019.

   Jupyter Notebook 7

2. swin-transformer-cancer-detection swin-transformer-cancer-detection Public

   Transformer-based medical image classification pipeline using a pretrained Swin Transformer (timm) for metastatic cancer detection on the PCam dataset, with controlled train/validation/test split a…

   Jupyter Notebook

3. medical-representation-learning-kvasir medical-representation-learning-kvasir Public

   Structured experimental comparison of supervised transfer learning and contrastive self-supervised pretraining (SimCLR) on gastrointestinal endoscopy imaging (Kvasir v2), with downstream classifica…

   Jupyter Notebook

4. rag-eval-harness rag-eval-harness Public

   RAG pipeline with an evaluation harness measuring retrieval and generation quality separately

   Python

5. yolo-edge-optimization yolo-edge-optimization Public

   Detection and tracking pipeline from research checkpoint to real-time edge deployment — measuring what each optimization costs in accuracy.

   Python

6. papers-from-scratch papers-from-scratch Public

   Faithful from-scratch implementations of foundational computer vision papers, with verified parameter counts and notes on the details most implementations get wrong.

   Python