Top 5 3d-cnn open source projects

Saliency-Tubes-Visual-Explanations-for-Spatio-Temporal-Convolutions

[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.

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python keras pytorch visualisations 3d-convolutional-network 3d-cnn saliency-tubes

HyperDenseNet pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

✭ 58

python deep-learning pytorch segmentation image-segmentation medical-image-processing 3d-convolutional-network 3d-cnn pytorch-cnn medical-image-segmentation hyperdensenet multi-modal-imaging multi-modal-learning

deeprank

Deep learning framework for data mining protein-protein interactions using CNN

✭ 99

python pytorch docking protein-protein-interaction 3d-cnn

Squeeze-and-Recursion-Temporal-Gates

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".

✭ 62

python activity-recognition pytorch action-recognition hacs 3d-cnn spatio-temporal-modeling kinetics-datasets recursion-temporal-gates moments-in-time

Coronary-Artery-Tracking-via-3D-CNN-Classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classiﬁer')

✭ 136

python deep-learning pytorch centerline centerline-detection vessel medical-image-processing 3d-cnn 3d-classification coronary-artery centerline-extraction 3d-cnn-tracker blood-vessel

1-5 of 5 3d-cnn projects