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1. Face-Mask-Detection Face-Mask-Detection Public

   Object detection exercise for the Neural Networks for Computer Vision course. Using stratified KFold for data with multiple labels and instances, and self-implementation of mAP with multiple config…

   Jupyter Notebook 1

2. stavfinz/Garage-Management stavfinz/Garage-Management Public

   Developed a JAVA web application in Spring Boot framework using REST API, for efficient garage management to its owners.

   Java

3. Parallel-Sequence-Alignment Parallel-Sequence-Alignment Public

   Parallel sequence alignment program that finds the optimal mutation in one sequence of the other. Parallelizes CPU and GPU using OpenMP and CUDA, and communicates with multiple computers using MPI.

   C

4. Image-Caption Image-Caption Public

   Exercise on captioning images in the Neural Networks for Computer Vision course. Using the Flickr8K dataset, and simple encoder-decoder architecture. Evaluation based on Cross-Entropy loss and 4-gr…

   Jupyter Notebook

5. Plant-Pathology-Competition Plant-Pathology-Competition Public

   Kaggle's plant disease image classification competition. Finetuning pre-trained CNN models, loss functions, and optimizers in order to achieve better results.

   HTML 1

6. Cuboids-Shearsort-MPI Cuboids-Shearsort-MPI Public

   The Shearsort algorithm is implemented using Odd-Even sorting. In this implementation, C is used along with MPI.

   C