Pinned

1. Predicting-Stroke-using-Various-Classification-Methods Predicting-Stroke-using-Various-Classification-Methods Public

   📑 Code accompanying my bachelor's thesis. Find the download link to the thesis in the README.

   Jupyter Notebook

2. Recommender-System-using-Personal-Spotify-Data Recommender-System-using-Personal-Spotify-Data Public

   🎶 8 Machine Learning classification algorithms were used on my personal spotify data to create the ultimate playlist. Features were scaled for some algorithms, hyperparameters were tuned to achieve…

   Jupyter Notebook 5

3. Binary-Classification-CNN-with-Keras Binary-Classification-CNN-with-Keras Public

   🐱🐶 Created a binary classifier CNN with Keras. Trained the model on AMD GPU using PlaidML as backend.

   Jupyter Notebook

4. Custom-Object-Detection-with-TensorFlow-2 Custom-Object-Detection-with-TensorFlow-2 Public

   🕵️‍♂️ A custom model was created using TensorFlow 2 on a novel dataset. Dataset consisted of 2,400 images and had an accuracy of 85%.

   Python 1

5. OCR-with-Tesseract OCR-with-Tesseract Public

   ⛏️ Contains 4 python modules. Basic OCR using Google's Tesseract on single image and pdf. Auto orientation correction for scanned docs. Auto noise type detection and reduction. Watermark and stain …

   Jupyter Notebook 6 1

6. signature-detection-and-extraction signature-detection-and-extraction Public

   🖋️ 3 open source signature detection and extraction modules were analyzed. 3 more modules were created by modifying and combining the open source modules, creating a module which outperformed all e…

   Jupyter Notebook 1