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.gitattributes

@@ -35,3 +35,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Cao20/model.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
 Cao20/model.meta filter=lfs diff=lfs merge=lfs -text
+NIMA/weights_mobilenet_aesthetic_0.07.hdf5 filter=lfs diff=lfs merge=lfs -text
+NIMA/weights_mobilenet_technical_0.11.hdf5 filter=lfs diff=lfs merge=lfs -text

NIMA/config_aesthetic_cpu.json

@@ -0,0 +1,18 @@
+{
+  "train_env": "remote",
+  "docker_image": "nima-cpu",
+  "base_model_name": "MobileNet",
+  "existing_weights": null,
+  "n_classes": 10,
+  "batch_size": 96,
+  "epochs_train_dense": 5,
+  "learning_rate_dense": 0.001,
+  "decay_dense": 0,
+  "epochs_train_all": 9,
+  "learning_rate_all": 0.00003,
+  "decay_all": 0.000023,
+  "l2_reg": null,
+  "dropout_rate": 0.75,
+  "multiprocessing_data_load": false,
+  "num_workers_data_load": 1
+}

NIMA/config_aesthetic_gpu.json

@@ -0,0 +1,19 @@
+{
+  "train_env": "remote",
+  "s3_bucket": "ds-hotel-image-assessment",
+  "docker_image": "idealo/nima-gpu",
+  "base_model_name": "MobileNet",
+  "existing_weights": null,
+  "n_classes": 10,
+  "batch_size": 96,
+  "epochs_train_dense": 5,
+  "learning_rate_dense": 0.001,
+  "decay_dense": 0,
+  "epochs_train_all": 9,
+  "learning_rate_all": 0.00003,
+  "decay_all": 0.000023,
+  "l2_reg": null,
+  "dropout_rate": 0.75,
+  "multiprocessing_data_load": true,
+  "num_workers_data_load": 8
+}

NIMA/config_technical_cpu.json

@@ -0,0 +1,18 @@
+{
+  "train_env": "TID2013",
+  "docker_image": "nima-cpu",
+  "base_model_name": "MobileNet",
+  "existing_weights": null,
+  "n_classes": 10,
+  "batch_size": 8,
+  "epochs_train_dense": 1,
+  "learning_rate_dense": 0.001,
+  "decay_dense": 0,
+  "epochs_train_all": 5,
+  "learning_rate_all": 0.0000003,
+  "decay_all": 0,
+  "dropout_rate": 0.75,
+  "multiprocessing_data_load": false,
+  "num_workers_data_load": 10,
+  "img_format": "bmp"
+}

NIMA/config_technical_gpu.json

@@ -0,0 +1,19 @@
+{
+  "train_env": "TID2013",
+  "s3_bucket": "ds-hotel-image-assessment",
+  "docker_image": "idealo/nima-gpu",
+  "base_model_name": "MobileNet",
+  "existing_weights": null,
+  "n_classes": 10,
+  "batch_size": 64,
+  "epochs_train_dense": 25,
+  "learning_rate_dense": 0.001,
+  "decay_dense": 0,
+  "epochs_train_all": 25,
+  "learning_rate_all": 0.0000003,
+  "decay_all": 0,
+  "dropout_rate": 0.75,
+  "multiprocessing_data_load": true,
+  "num_workers_data_load": 8,
+  "img_format": "bmp"
+}

NIMA/weights_mobilenet_aesthetic_0.07.hdf5

@@ -0,0 +1,3 @@
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+oid sha256:e563ad91b3d47410e45f7238f07ab8f6abd1bd0c4b18a4b0af9c681a21a91cb2
+size 13174216

NIMA/weights_mobilenet_technical_0.11.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78c8bb95098fd27695de4147465f4fd504d0ca5e11699a487534854b5aeb3036
+size 13174216