Alvi Mahmud's repositories
Predicting-Lending-Club-default-using-Machine-Learning
Southern Data Science Conference Attempt 2020
Quantitative-Finance-Projects
Small projects for Quantitative Financial Applications. Beginner level python codes
Facial-Key-Point-Detection
Detect facial features of images using OpenCV library and CNNs in PyTorch. 1st project of the Computer Vision Nanodegree and the most fun one.
Kaggle-Cat-in-the-hat-ii
Kaggle Competition (Encoding categorical variables)
Image-Captioning
Computer Vision Nanodegree second project, generating image captions. We take a prebuilt Resnet CNN model to encode the image and captions, use the RNN with LSTM to train and decode images and predict captions
Landmark-Detection
Final project for Computer Vision nanodegree, object localization and landmark detection. The project builds several functions to allow a robot to sense, move and localize in a 2-D world and allow it to detect landmarks using SLAM algorithm