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Stars: ✭ 28 (+7.69%)
Mutual labels: optical-flow, flownet, unsupervised-learning, kitti-dataset, mpi-sintel
spearSPEAR: Programmatically label and build training data quickly.
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Mutual labels: semi-supervised-learning, unsupervised-learning
UnflowUnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
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Mutual labels: optical-flow, unsupervised-learning
Alibi DetectAlgorithms for outlier and adversarial instance detection, concept drift and metrics.
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Mutual labels: semi-supervised-learning, unsupervised-learning
Back2future.pytorchUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
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Mutual labels: optical-flow, unsupervised-learning
ArflowThe official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".
Stars: ✭ 134 (+415.38%)
Mutual labels: optical-flow, unsupervised-learning
L2cLearning to Cluster. A deep clustering strategy.
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Mutual labels: semi-supervised-learning, unsupervised-learning
SelflowSelFlow: Self-Supervised Learning of Optical Flow
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Mutual labels: optical-flow, unsupervised-learning
Self Supervised Speech Recognitionspeech to text with self-supervised learning based on wav2vec 2.0 framework
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Mutual labels: semi-supervised-learning, unsupervised-learning
CleanlabThe standard package for machine learning with noisy labels, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.
Stars: ✭ 2,526 (+9615.38%)
Mutual labels: semi-supervised-learning, unsupervised-learning
Joint-Motion-Estimation-and-Segmentation[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
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Mutual labels: optical-flow, unsupervised-learning
DdflowDDFlow: Learning Optical Flow with Unlabeled Data Distillation
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Mutual labels: optical-flow, unsupervised-learning
VoxelmorphUnsupervised Learning for Image Registration
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Mutual labels: optical-flow, unsupervised-learning
Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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Mutual labels: optical-flow, unsupervised-learning
CcCompetitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
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Mutual labels: optical-flow, unsupervised-learning
catgan pytorchUnsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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Mutual labels: semi-supervised-learning, unsupervised-learning
PCLNetUnsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
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Mutual labels: optical-flow, unsupervised-learning
back2futureUnsupervised Learning of Multi-Frame Optical Flow with Occlusions
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Mutual labels: optical-flow, unsupervised-learning
SusiSuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
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Mutual labels: semi-supervised-learning, unsupervised-learning
temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
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Mutual labels: unsupervised-learning, ucf101
