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Joy Banerjee's Projects

cs231n icon cs231n

Working through CS231n: Convolutional Neural Networks for Visual Recognition

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

fastfcn icon fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

gps-enabled-disaster-victim-locator icon gps-enabled-disaster-victim-locator

A project that involves a Raspberry Pi based GPS Camera, which also takes magnetometer and barometer readings, sends the image and readings to server, runs YOLO Object detection on the image, stores the detection and reading in sqlite db. A jupyter notebook is included to visualize the detected objects on a map.

imgaug icon imgaug

Image augmentation for machine learning experiments.

pycompare icon pycompare

Python module for generating Bland-Altman plots

split-folders icon split-folders

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders.

udacityopensource icon udacityopensource

A repository to keep all open sources projects that created by individuals or study groups.

up_boat icon up_boat

Up Boat game for Global Gamer Challenge

visualizing-unet icon visualizing-unet

A simple project to visualize kernels and features of a trained U-Net model

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