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conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

dilation icon dilation

Dilated Convolution for Semantic Image Segmentation

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

ml icon ml

machine learning notes

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

refinenet icon refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

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