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Shubham Pachori's Projects

caffe-segmentation icon caffe-segmentation

Train/eval code for DilatedConv [Yu, ICLR'16], DeepLab-v2 [Chen, Arxiv'16], PSPNet [Zhao, CVPR'17]

caffe-segnet icon caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

caffe-shufflenet icon caffe-shufflenet

This is re-implementation of "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

caffe-spn icon caffe-spn

Codes for Learning Affinity via Spatial Propagation Networks

caffe-vdsr icon caffe-vdsr

A Caffe-based implementation of very deep convolution network for image super-resolution

caffe_blogpost icon caffe_blogpost

Contains code for the blogpost https://medium.com/@14prakash/playing-with-caffe-and-docker-to-build-deep-learning-models-99c9570ffc3d

cafm icon cafm

Code and features for the ACM MM17 paper: "How Personality Affects our Likes: Towards a Better Understanding of Actionable Images"

caire icon caire

Content aware image resize library

cakechat icon cakechat

CakeChat: Emotional Generative Dialog System

calliope icon calliope

A multi-scale energy systems modelling framework

calogan icon calogan

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

can icon can

Co-embedding Attributed Networks

capacitated-vehicle-routing icon capacitated-vehicle-routing

In this project we focus on the set covering based formulation for the capacitated vehicle routing problem (CVRP). A column generation approach based on dynamic programming has been used to find a lower bound to the optimal solution.

capacitated-vehicle-routing-problem-1 icon capacitated-vehicle-routing-problem-1

Capacitated vehicle routing problem implemented in python using DEAP package. Non dominated sorting Genetic algorithm is used to solve Multiobjective problem of minimizing Total distance travelled by all vehicles and minimizing total number of vehicles at same time.

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