Pinned Loading

1. graphene-tem-segmentation-unet-resnet graphene-tem-segmentation-unet-resnet Public

   U-Net with ResNet backbone for multi-class segmentation. Includes advanced data augmentation, mixed-precision training (AMP), custom loss functions (Tversky, Dice, BCE), threshold tuning, and evalu…

   Jupyter Notebook

2. tem-multimodal-multitask-classification tem-multimodal-multitask-classification Public

   Multi-task and multimodal classification of TEM images using PyTorch. Convolutional backbones (ResNet, EfficientNet, ConvNeXt) are combined with adata to predictmagnification met particle count, ma…

   Jupyter Notebook

3. sam-graphene-segmentation sam-graphene-segmentation Public

   This repository contains an experimental notebook applying the **Segment Anything Model (SAM)** to transmission and scanning electron microscopy (TEM/SEM) images of graphene flakes. It was develope…

   Jupyter Notebook

4. computer_vision_image_preprocessing computer_vision_image_preprocessing Public

   End-to-end computer vision pipeline for microscopy image preprocessing, ilastik probability map post-processing, and generation of UNet-ready multi-label masks.

   Jupyter Notebook

5. spacex-data-science-capstone spacex-data-science-capstone Public

   The final projet of course IBM Data Science Professional Certificate

   Jupyter Notebook

6. house-prices-advanced-regression house-prices-advanced-regression Public

   House Pricing Kaggle data set analysis, comprising advanced regression techniques.

   Jupyter Notebook