ZJCV

All

20 repositories

.github
Public
0•0•0•0•Updated May 5, 2024May 5, 2024
ZCls2
Public
More Faster Object Classification Training Framework
pytorch apex image-classification zcls zcls2 cccf
Python
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Apache License 2.0
•2•8•0•0•Updated Dec 24, 2023Dec 24, 2023
ZCls
Public archive
Object Classification Training Framework
lmdb prefetcher non-local gcnet gradient-clipping mnasnet groupnorm ghostnet resnet3d mobilenetv1-v2-v3
Python
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Apache License 2.0
•23•140•0•0•Updated Apr 5, 2022Apr 5, 2022
metric-learning
Public
deep metric learning, include train and val
Python
•0•0•0•0•Updated Jan 19, 2022Jan 19, 2022
KnowledgeReview
Public
[CVPR 2021] Distilling Knowledge via Knowledge Review
pytorch distillation feature-distillation zcls knowledge-review
Python
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Apache License 2.0
•1•7•5•0•Updated Jan 2, 2022Jan 2, 2022
overhaul
Public
[ICCV 2019] A Comprehensive Overhaul of Feature Distillation
pytorch overhaul distillation feature-distillation zcls
Python
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Apache License 2.0
•0•7•3•0•Updated Jan 2, 2022Jan 2, 2022
facenet
Public
[CVPR 2015] FaceNet: A Unified Embedding for Face Recognition and Clustering
pytorch facenet multi-gpu mixed-precision-training zcls
Python
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Apache License 2.0
•1•4•0•0•Updated Dec 13, 2021Dec 13, 2021
DCL
Public
[CVPR 2019] Destruction and Construction Learning for Fine-grained Image Recognition
python pytorch dcl zcls
Python
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Apache License 2.0
•0•0•0•0•Updated Oct 28, 2021Oct 28, 2021
SSL
Public
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
pytorch resnet pruning vggnet channel-pruning network-pruning filter-pruning zcls layer-pruning structured-sparsity-learning
Python
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Apache License 2.0
•5•16•1•0•Updated Oct 10, 2021Oct 10, 2021
NetworkSlimming
Public
[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming
pytorch resnet vggnet mobilenet channel-pruning network-pruning network-slimming zcls
Python
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Apache License 2.0
•1•6•2•0•Updated Oct 9, 2021Oct 9, 2021
RotNet
Public archive
Image rotation correction based on DeepLearning
deep-learning pytorch convolutional-neural-network zcls rotnet
Python
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Apache License 2.0
•7•21•1•0•Updated Apr 14, 2021Apr 14, 2021
ZDet
Public
Object Detection Code Base
Apache License 2.0
•0•0•0•0•Updated Feb 24, 2021Feb 24, 2021
ZTransforms
Public
Implementation of torchvision-like based on albumentations
data-augmentation transforms torchvision opencv pytorch vision imgaug albumentations
Python
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Apache License 2.0
•0•0•0•0•Updated Feb 18, 2021Feb 18, 2021
TSN
Public
[ECCV 2016] Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
action-recognition video-understanding video-recognition pytorch temporal-segment-networks tsn
Python
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Apache License 2.0
•3•8•1•0•Updated Jan 26, 2021Jan 26, 2021
Non-local
Public
[CVPR 2018] Non-local Neural Networks
pytorch action-recognition video-understanding video-recognition non-local i3d c2d resnet3d
Python
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Apache License 2.0
•0•1•0•0•Updated Dec 15, 2020Dec 15, 2020
TSM
Public
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
pytorch action-recognition video-understanding video-recognition temporal-shift-module tsm
Python
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Apache License 2.0
•2•21•0•0•Updated Nov 4, 2020Nov 4, 2020
X3D
Public
[CVPR 2020] X3D: Expanding Architectures for Efficient Video Recognition
pytorch action-recognition video-understanding video-recognition x3d
Python
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Apache License 2.0
•4•18•2•0•Updated Nov 3, 2020Nov 3, 2020
SlowFast
Public
[CVPR 2019] SlowFast Networks for Video Recognition
pytorch action-recognition video-understanding slowfast slowonly video-recognition
Python
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Apache License 2.0
•1•4•0•0•Updated Oct 10, 2020Oct 10, 2020
TRN
Public
[ECCV 2018] Temporal Relational Reasoning in Videos
action-recognition video-understanding video-recognition temporal-reasoning temporal-reason-network pytorch trn
Python
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Apache License 2.0
•1•2•0•0•Updated Oct 10, 2020Oct 10, 2020
C3D
Public
[ICCV 2015] Learning Spatiotemporal Features with 3D Convolutional Networks
pytorch c3d 3d-convolutional-networks
Python
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Apache License 2.0
•0•2•0•0•Updated Sep 12, 2020Sep 12, 2020