convolutional-networks topic

List convolutional-networks repositories

LiviaNET

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This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scal...

SemiDenseNet

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Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

affnet

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Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

caffenet-benchmark

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Evaluation of the CNN design choices performance on ImageNet-2012.

ALL-CNN

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Striving for Simplicity: The All Convolutional Net (All-CNN-C)

Action-Recognition

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Course Project for CS763 Computer Vision IIT Bombay

darkflow

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Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

essence

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AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

how-to-train-your-neural-net

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Deep learning research implemented on notebooks using PyTorch.

antialiased-cnns

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Repository has been moved: https://github.com/adobe/antialiased-cnns