Comments (2)
用5张图预测未来的20张图,所以label是20
from precipitation-nowcasting.
用5张图预测未来的20张图,所以label是20
@Hzzone 嗯嗯,这个我理解的。但想不通的是,convLSTM这个设置不是相当于是输入五张输出五张的嘛,为啥能输出20张呀?
`# build model
convlstm_encoder_params = [
[
OrderedDict({'conv1_leaky_1': [1, 8, 7, 5, 1]}),
OrderedDict({'conv2_leaky_1': [64, 192, 5, 3, 1]}),
OrderedDict({'conv3_leaky_1': [192, 192, 3, 2, 1]}),
],
[
ConvLSTM(input_channel=8, num_filter=64, b_h_w=(batch_size, 96, 96),
kernel_size=3, stride=1, padding=1),
ConvLSTM(input_channel=192, num_filter=192, b_h_w=(batch_size, 32, 32),
kernel_size=3, stride=1, padding=1),
ConvLSTM(input_channel=192, num_filter=192, b_h_w=(batch_size, 16, 16),
kernel_size=3, stride=1, padding=1),
]
]
convlstm_forecaster_params = [
[
OrderedDict({'deconv1_leaky_1': [192, 192, 4, 2, 1]}),
OrderedDict({'deconv2_leaky_1': [192, 64, 5, 3, 1]}),
OrderedDict({
'deconv3_leaky_1': [64, 8, 7, 5, 1],
'conv3_leaky_2': [8, 8, 3, 1, 1],
'conv3_3': [8, 1, 1, 1, 0]
}),
],
[
ConvLSTM(input_channel=192, num_filter=192, b_h_w=(batch_size, 16, 16),
kernel_size=3, stride=1, padding=1),
ConvLSTM(input_channel=192, num_filter=192, b_h_w=(batch_size, 32, 32),
kernel_size=3, stride=1, padding=1),
ConvLSTM(input_channel=64, num_filter=64, b_h_w=(batch_size, 96, 96),
kernel_size=3, stride=1, padding=1),
]
]
from precipitation-nowcasting.
Related Issues (17)
- trajGRU的配置问题 HOT 1
- apply into other area (the combustion flame)
- Question about training HOT 2
- The implementation of Encoder-Forecaster is wrong, it's a Seq2Seq strcucture actually. HOT 1
- 请问No module named 'nowcasting'是什么原因呢 HOT 1
- Question About config.py HOT 6
- RuntimeError: The size of tensor a (12) must match the size of tensor b (96) at non-singleton dimension 3 HOT 1
- Those who have researched similar issues can add me on WeChat, and we can learn and exchange ideas together, making progress together. Weicat: LBJ-2021, Email: [email protected]
- trajGRU如何放入测试图片,得到预测的雷达序列图片?
- S, B, C, H, W = inputs.size() 是否在运行的时候某些值为空呢?
- Question on demo.gif HOT 2
- format of hko dataset HOT 1
- input of forecaster HOT 1
- The reason of applying patch size to moving mnist dataset? HOT 1
- Should use test set instead of valid set to report benchmarks HOT 1
- How to concatenate spatial coordinator to input frame?
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