# baidu-remote-sensing
百度遥感比赛，前百分之一的实验方案
multimodal_train_val.py multimodal_train_val1.py multimodal_train_val2.py multimodal_train_val3.py分别对多个模型进行训练，
其中有使用单GPU和多GPU
MM_val.py MM_val1.py MM_val2.py 分别对模型进行单模的验证，并用confusion matrix可视化数据，观察每个模型数据的学习情况，
对模型进行筛选，为下一步集成做准备
GeResult_ensemble.py 对模型进行集成，最多使用了七个模型 GeResult_ensemble_TTA.py，使用TTA集成方法对模型进行集成
dataloader文件夹中是数据集的制作
百度遥感比赛实验方案源码+项目说明.zip
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2024-01-23
23:00:49
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百度遥感比赛实验方案源码+项目说明.zip （68个子文件） 
code_20105 
multimodal_train_val1.py 11KB
all.txt 742KB multimodal_train_val3.py 11KB MM_val1.py 4KB MM_val2.py 4KB multimodal_train_val.py 11KB GeResult.py 2KB val_TTA.py 4KB GeMergeResult.py 3KB val.py 3KB val_TTA_MM.py 5KB multimodal_train_val2.py 11KB GeResult_ensemble.py 8KB GeResult_ensemble_selecttotrain.py 3KB MM_val_ensemble.py 5KB basenet multimodal.py 3KB nasnet_mobile.py 30KB ResNeXt101_64x4d.py 704B multimodal2.py 3KB octconv.py 4KB multiscale_se_resnext_cat.py 969B nasnet.py 30KB multiscale_se_resnext_HR.py 1KB octave.py 12KB SKNet.py 5KB multiscale_se_resnext.py 1KB senet.py 17KB multiscale_resnet.py 975B resnet.py 8KB octave_resnet.py 12KB resnext_features __init__.py 194B resnext101_64x4d_features.py 29KB resnext101_32x4d_features.py 28KB __pycache__ resnext101_32x4d_features.cpython-36.pyc 20KB __init__.cpython-36.pyc 347B resnext101_64x4d_features.cpython-36.pyc 20KB pnasnet.py 18KB DPN.py 4KB __pycache__ multimodal.cpython-36.pyc 2KB multimodal1.cpython-36.pyc 2KB multiscale_se_resnext_cat.cpython-36.pyc 1KB oct_resnet.cpython-36.pyc 5KB multiscale_se_resnext_HR.cpython-36.pyc 1KB ResNeXt101_64x4d.cpython-36.pyc 1KB nasnet.cpython-36.pyc 18KB multimodal2.cpython-36.pyc 2KB octave_resnet.cpython-36.pyc 9KB senet.cpython-36.pyc 12KB multiscale_resnet.cpython-36.pyc 1KB octconv.cpython-36.pyc 3KB __init__.cpython-36.pyc 135B DPN.cpython-36.pyc 3KB SKNet.cpython-36.pyc 5KB multiscale_se_resnext.cpython-36.pyc 1KB test.py 768B multimodal1.py 3KB oct_resnet.py 7KB GeResult_ensemble_TTA.py 8KB Dataloader MultiModal_BDXJTU2019.py 10KB __pycache__ BDXJTU2019.cpython-35.pyc 7KB __init__.cpython-35.pyc 129B MultiModal_BDXJTU2019.cpython-36.pyc 9KB __init__.cpython-36.pyc 138B visit2array_adapt.py 3KB MM_val.py 4KB 1_train.txt 594KB README.md 645B 1_val.txt 148KB资源评论
