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1. Aerial-Scene-Image-Classifier Aerial-Scene-Image-Classifier Public

   Project using PyTorch in which we create custom datasets and dataloaders, train a convnext_tiny model and log it using tensorboard, do inferences and use Captum for more detailed results.

   Jupyter Notebook 2

2. mask-object-detection-yolo11 mask-object-detection-yolo11 Public

   Project in which a YOLOv11 model is fine-tuned with a mask dataset to detect 3 instances: mask, no mask and mask weared incorrect. The mAP of the model is >0.94!

   Jupyter Notebook 2

3. aerial-road-segmentation aerial-road-segmentation Public

   Road segmentation project using Kaggle dataset and training using SMP (Segmentation Models for Pytorch), fine-tuning different models (Unet, Unet++, SegFormer...)

   Jupyter Notebook 2

4. scooter_parking_classifier scooter_parking_classifier Public

   Using PyTorch Lightning, we deep dive into the settings and creation of a classifier using a pre-trained model from timms library, fine tune it and make inferences with it. We will also integrate a…

   Jupyter Notebook 1