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Image Classification(图像识别)
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Image Classification(图像识别)
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六大方向:
(1)Few-shot Image Classification(零样本图像图像识别)
(2)Fine-Frained Image Classification(细粒度图像识别)
(3)Hyperspectal Image Classification(高光谱图像识别)
(4)Sequential Image Classification(连续图像识别)
(5)Semi-Supervised Image Classification(半监督图像识别)
(6)Document Image Classification(文本图像识别)
————|backobone
——|https://github.com/Cadene/pretrained-models.pytorch
————|Alexnet、VGGNet、Googlenet、ResNet、ResxNet
————|CapsNet
——|代码地址:https://github.com/gram-ai/capsule-networks
————|Inceptionv4
——|代码地址:https://github.com/tensorflow/models/blob/master/research/slim/nets/inception_v4.py
————|DenseNet
——|https://github.com/liuzhuang13/DenseNet
————|NASNet
——|代码地址:https://github.com/tensorflow/models/blob/master/research/slim/nets/nasnet/nasnet.py
————|PNasNet
——|代码地址:https://github.com/chenxi116/PNASNet.pytorch
————|MnasNet
——|代码地址:https://github.com/abhoi/Keras-MnasNet
————|SENet
——|代码地址:https://github.com/hujie-frank/SENet
————|SKNet
——|代码地址:https://github.com/implus/SKNet
————|GENet
——|代码地址:https://github.com/hujie-frank/GENet
————|ConddenseNet
——|代码地址:https://github.com/ShichenLiu/CondenseNet
————|FishNet
——|代码地址:https://github.com/kevin-ssy/FishNet
————|NASNet
——|代码地址:https://github.com/tensorflow/models/tree/master/research/slim/nets/nasnet
————|CapsGAN
——|代码地址:https://github.com/raeidsaqur/CapsGAN
————|DCN交叉卷积
|——https://yangxudong.github.io/dcn/
——https://github.com/yangxudong/deeplearning/tree/master/DCN
————|
|——Res2Net