feat: Release version 1.2

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+models/trashnet_v1.2/trashnet_v1.2.keras filter=lfs diff=lfs merge=lfs -text

models/trashnet_v1.2/README.md

@@ -0,0 +1,28 @@
+---
+datasets:
+- garythung/trashnet
+metrics:
+- accuracy
+pipeline_tag: image-classification
+---
+
+# Model Version 1.2
+Created on: 2024-12-21 21:58:40
+
+```
+
+## Metrics
+- *train_loss*: 0.5705
+- *train_accuracy*: 0.7812
+- *val_loss*: 0.5975
+- *val_accuracy*: 0.7752
+
+## Configuration
+- **architecture**: Tensorflow CNN
+- **input_size**: (224, 224, 3)
+- **num_classes**: 6
+- **augmentation**: {'rotation_range': 20, 'width_shift_range': 0.2, 'height_shift_range': 0.2, 'horizontal_flip': True, 'vertical_flip': True, 'shear_range': 0.2, 'brightness_range': [0.8, 1.2]}
+- **optimizer**: adam
+- **learning_rate**: 0.001
+- **batch_size**: 32
+- **epochs**: 50

models/trashnet_v1.2/config.json

@@ -0,0 +1,25 @@
+{
+    "architecture": "Tensorflow CNN",
+    "input_size": [
+        224,
+        224,
+        3
+    ],
+    "num_classes": 6,
+    "augmentation": {
+        "rotation_range": 20,
+        "width_shift_range": 0.2,
+        "height_shift_range": 0.2,
+        "horizontal_flip": true,
+        "vertical_flip": true,
+        "shear_range": 0.2,
+        "brightness_range": [
+            0.8,
+            1.2
+        ]
+    },
+    "optimizer": "adam",
+    "learning_rate": 0.001,
+    "batch_size": 32,
+    "epochs": 50
+}

models/trashnet_v1.2/metrics.json

@@ -0,0 +1,6 @@
+{
+    "train_loss": 0.5704573392868042,
+    "train_accuracy": 0.78125,
+    "val_loss": 0.5974659323692322,
+    "val_accuracy": 0.7752016186714172
+}

models/trashnet_v1.2/trashnet_v1.2.keras

@@ -0,0 +1,3 @@
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+size 155352521