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Alvi Mahmud's Projects

facial-key-point-detection icon 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.

image-captioning icon 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 icon 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

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