feat: Release version 1.3

.gitattributes

@@ -35,3 +35,4 @@ saved_model/**/* 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
 trashnet.keras filter=lfs diff=lfs merge=lfs -text
+models/trashnet_v1.3/trashnet_v1.3.keras filter=lfs diff=lfs merge=lfs -text

models/trashnet_v1.3/README.md

@@ -0,0 +1,28 @@
+---
+datasets:
+- garythung/trashnet
+metrics:
+- accuracy
+pipeline_tag: image-classification
+---
+
+# Model Version 1.3
+Created on: 2024-12-22 15:00:20
+
+```
+
+## Metrics
+- *train_loss*: 0.7903
+- *train_accuracy*: 0.7188
+- *val_loss*: 0.6419
+- *val_accuracy*: 0.7671
+
+## Configuration
+- **architecture**: 3 Convolutional Layers, 2 Dense Layers, Global Average Pooling, Dropout 0.3
+- **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_v1.3/config.json

@@ -0,0 +1,25 @@
+{
+    "architecture": "3 Convolutional Layers, 2 Dense Layers, Global Average Pooling, Dropout 0.3",
+    "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_v1.3/metrics.json

@@ -0,0 +1,6 @@
+{
+    "train_loss": 0.7903071641921997,
+    "train_accuracy": 0.71875,
+    "val_loss": 0.6418748497962952,
+    "val_accuracy": 0.7671371102333069
+}

models/trashnet_v1.3/trashnet_v1.3.keras

@@ -0,0 +1,3 @@
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+oid sha256:9fc22638d0bdff852b919e5825ac284a6d67dfb3eba287d67f154d717043f028
+size 1408450