Add model

.gitattributes

@@ -25,3 +25,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
+model.png filter=lfs diff=lfs merge=lfs -text
+variables/variables.index filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,43 @@
+---
+library_name: keras
+tags:
+- image-segmentation
+---
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
+- training_precision: float32
+
+ ## Training Metrics
+
+| Epochs | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy |
+ |--- |--- |--- |--- |--- |
+| 1| 1.206|  0.636|  2.55|  0.555| 
+| 2| 0.957|  0.696|  2.671|  0.598| 
+| 3| 0.847|  0.729|  1.431|  0.612| 
+| 4| 0.774|  0.751|  1.008|  0.689| 
+| 5| 0.712|  0.771|  1.016|  0.705| 
+ ## Model Plot
+
+<details>
+<summary>View Model Plot</summary>
+
+![Model Image](./model.png)
+
+</details>

history.json

@@ -0,0 +1,30 @@
+{
+  "accuracy": [
+    0.6355844140052795,
+    0.6962558031082153,
+    0.7285201549530029,
+    0.7512618899345398,
+    0.7708302140235901
+  ],
+  "loss": [
+    1.2064745426177979,
+    0.9567540884017944,
+    0.8467988967895508,
+    0.773553729057312,
+    0.7115685939788818
+  ],
+  "val_accuracy": [
+    0.5545023083686829,
+    0.5978437066078186,
+    0.6123111248016357,
+    0.6894199848175049,
+    0.7053162455558777
+  ],
+  "val_loss": [
+    2.5502495765686035,
+    2.6706485748291016,
+    1.4309629201889038,
+    1.0081695318222046,
+    1.0158300399780273
+  ]
+}

keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1f33337c48cbc72119a23da8510588d309ba25d5d2d800868ca31754ac2c9fd
+size 357249

logs/train/events.out.tfevents.1653921998.b3a961ec2aba.109.0.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9a6e81fb2d0c7546a10791c17c5f4894aceb3885bb9a33a048ce308dcb2abb9
+size 1951463

logs/validation/events.out.tfevents.1653922035.b3a961ec2aba.109.1.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31df0bc3c626d800729fccb3ffbbf4337856ad7f3241394888ace0adeb9c6786
+size 1636

saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ee0a2bc5180d245b3b7dd73f3e14c941adf7499caab423750a2998a9c77112f
+size 2850637

variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfdbb17db238f34cbb0d9711ff92717def184513255160f32df1c778832f4c28
+size 47564880

variables/variables.index

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d44c0ffc2a34b07d82a6e68eef2efbee408be890c4b0f3f6f4a92b73c45d5643
+size 19238