Pinned Loading

1. Efficient-Vision-Transformer-for-Object-Recognition Efficient-Vision-Transformer-for-Object-Recognition Public

   Implemented a Vision Transformer (ViT) model with multi-head self-attention layers, delivering an 85% classification accuracy and mean IOU of 0.82 for object detection. The architecture optimizatio…

   Jupyter Notebook

2. Churn-Prediction-AWS Churn-Prediction-AWS Public

   Jupyter Notebook

3. Seismic-Image-Segmentation-using-UNet Seismic-Image-Segmentation-using-UNet Public

   Developed a custom U-Net architecture with Binary Cross-entropy, focal, and dice losses for accurate salt region segmentation, outperforming ResNet 50, ResNet 101, and VGG16 with fewer parameters, …

   Jupyter Notebook 1

4. Segmentation-of-Renal-Stones-using-Image-Processing-and-CNN Segmentation-of-Renal-Stones-using-Image-Processing-and-CNN Public

   Leveraged image processing in Kidney Stone identification, combining Convolutional Neural Network with Canny edge detection and power-law transformations for 90% accuracy on test data, and enhancin…

   Jupyter Notebook

5. Image-Generation-GANs Image-Generation-GANs Public

   Jupyter Notebook