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Sonali9's Projects

cs7015_2019 icon cs7015_2019

This repository contains code for all the assignments completed as a part of the course CS7015 Deep Learning at IIT Madras during the Jan-May semester of 2019 and some other useful material.

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeplung icon deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

edgenets icon edgenets

This repository contains the source code of our work on designing efficient CNNs for computer vision

espnet icon espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

espnetv2 icon espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

fastfcn icon fastfcn

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

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

models icon models

Models and examples built with TensorFlow

resnet-tensorflow icon resnet-tensorflow

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

segcaps icon segcaps

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

splatnet icon splatnet

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

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