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执行代码所需环境在requirements.txt中
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全部代码都存储在code.ipynb中,其中包括了LSTM+VGGNet_19和Bi-LSTM+ResNet_50两个多模态融合模型。
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test_bilstm_resnet.txt存储了Bi-LSTM+ResNet_50模型的结果;test_lstm_vgg.txt存储了LSTM+VGGNet_19模型的结果。
另外:由于每次结果划分具有随机性,导致每次测验的结果都不尽相同,两个结果文件存储的是,在验证集上表现最好的模型在测试集上的结果。
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代码运行的方式就是直接在Notebook里run即可。
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主要用到的库是keras。
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github仓库地址:https://github.com/lisiqi00/AI-lab5
ai-lab5's Introduction
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