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1. Panoptic-Segmentation-on-Dendrites-and-Dendritic-Spines Panoptic-Segmentation-on-Dendrites-and-Dendritic-Spines Public

   This repository extends the DeepD3 project by adding panoptic segmentation capabilities for the detailed analysis and quantification of dendrites and dendritic spines. It utilizes Mask R-CNN for in…

   Jupyter Notebook

2. Route-Navigation-for-Visually-Impaired Route-Navigation-for-Visually-Impaired Public

   Leveraging a segmentation model, route instructions, and GPS coordinates, our goal is to provide accurate, real-time guidance to help visually impaired individuals navigate safely and confidently t…

   Python 1

3. Weather-Impact-On-Vehicles Weather-Impact-On-Vehicles Public

   Analyze different weather conditions and their impact on different types of vehicles involved in road accidents.

   Jupyter Notebook

4. Fully-Connected-CNN-and-RNN-model Fully-Connected-CNN-and-RNN-model Public

   Developed a complex neural network model using Python that incorporates Fully Connected layers, Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN). The model includes key comp…

   Python

5. ResNet-architecture-from-scratch ResNet-architecture-from-scratch Public

   This project implements and trains a variation of the widely used architecture, ResNet, for classifying images from solar panels. The goal is to identify defects in solar panels. The defects can be…

   Python

6. Image-classification-on-custom-dataset Image-classification-on-custom-dataset Public

   Developed a custom image classification system utilizing the Flickr API to acquire images for a unique dataset. Implemented the ResNet50 model for accurate image classification. Integrated a real-t…

   Jupyter Notebook