In this project, our goal is to predict the total trending days of certain videos based on their performances, such as views, comments, likes and dislikes.
Skills: data cleaning, feature engineering, EDA, supervised machine learning, regression
In this project I dived deep into the application of YOLOv3 in training a custom detector on traffic signs and applied it in real-time videos.
Skills: TensorFlow, CNN, Computer Vison, Object Detection, YOLOv3
🦁 Bengali.AI Handwritten Grapheme Classification
This Kaggle project hopes to improve on approaches to Bengali recognition and to classify the components of handwritten Bengali.
Skills: TensorFlow and GPU compute, CNN, data augumentation, tune learning rates, TensorBoard, image processing