Spandan Madan's repositories
Pytorch_fine_tuning_Tutorial
A short tutorial on performing fine tuning or transfer learning in PyTorch.
NLP-Intuition-and-Applications-of-word-embeddings
UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.
lectures_and_talks
Collection of lectures and talks I've given on Computer Vision and Deep Learning
End_to_end_image_classification_pipeline
In-depth look at an image classification pipeline for your own dataset. https://goo.gl/BuL267
flask_example
Simple example for passing information around using flask. Shows how to accept input from user and use the input for something else.
Probability_ML_Proofs
Collection of important proofs in basic probability and machine learning.
pirate_bot
Pirate bot
cambridgegis_data
City of Cambridge GIS Data
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
vision
Datasets, Transforms and Models specific to Computer Vision