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README.md
README.md
 
 
a00_common_functions.py
a00_common_functions.py
 
 
a00_multi_gpu_keras.py
a00_multi_gpu_keras.py
 
 
a01_random_augmentations.py
a01_random_augmentations.py
 
 
a02_dl_fotos.py
a02_dl_fotos.py
 
 
a09_analysis.py
a09_analysis.py
 
 
a10_check_data.py
a10_check_data.py
 
 
a11_prepare_data_and_get_kfold_split.py
a11_prepare_data_and_get_kfold_split.py
 
 
a30_zfturbo_create_models.py
a30_zfturbo_create_models.py
 
 
a40_zfturbo_validation_based_on_single_split.py
a40_zfturbo_validation_based_on_single_split.py
 
 
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_121_crop_256.py
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_121_crop_256.py
 
 
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_169_crop_224.py
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_169_crop_224.py
 
 
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_201_full.py
a40_zfturbo_validation_based_on_single_split_v1_DenseNet_201_full.py
 
 
a50_second_level_model_xgboost_my_models.py
a50_second_level_model_xgboost_my_models.py
 
 
a60_second_level_keras_all_models.py
a60_second_level_keras_all_models.py
 
 
a60_second_level_lightgbm_all_models.py
a60_second_level_lightgbm_all_models.py
 
 
a60_second_level_xgboost_all_models.py
a60_second_level_xgboost_all_models.py
 
 
a70_blenders_ensemble.py
a70_blenders_ensemble.py
 
 
a80_zfturbo_code_notes.txt
a80_zfturbo_code_notes.txt
 
 
iterm.py
iterm.py
 
 
multi_gpu_keras.py
multi_gpu_keras.py
 
 
pytorch_se_resnet_densenet.py
pytorch_se_resnet_densenet.py
 
 
requirements.txt
requirements.txt
 
 
train.py
train.py
 
 

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sp-society-camera-model-identification

IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition

python train.py -l 5e-5 -g 2 -cs 299 -s 1 -kf if you have two GPUs, otherwise -g 1 and decrease batch size (do not forget to adjust -l if decreasing batch size)

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IEEE's Signal Processing Society - Camera Model Identification. 1st place solution

www.kaggle.com/c/sp-society-camera-model-identification/

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