From ifoodie-menu-v3 Acc_Val 0.938

.gitattributes

@@ -33,3 +33,7 @@ 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
+images/0 filter=lfs diff=lfs merge=lfs -text
+images/1.jpg filter=lfs diff=lfs merge=lfs -text
+images/2.jpg filter=lfs diff=lfs merge=lfs -text
+images/3 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,45 @@
+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: ifoodie-menu-v3.1
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9375
+---
+
+# ifoodie-menu-v3.1
+
+
+['優質', '差', '廣告', '普通']
+
+
+## Example Images
+
+
+# #### 優質
+
+# ![優質](images/0)
+# 
+# #### 差
+
+# ![差](images/1.jpg)
+# 
+# #### 廣告
+
+# ![廣告](images/2.jpg)
+# 
+# #### 普通
+
+# ![普通](images/3)
+#

config.json

@@ -0,0 +1,67 @@
+{
+  "_name_or_path": "sainteye/ifoodie-menu-v3",
+  "architectures": [
+    "SwinForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    2,
+    2,
+    6,
+    2
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 96,
+  "encoder_stride": 32,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "\u512a\u8cea",
+    "1": "\u5dee",
+    "2": "\u5ee3\u544a",
+    "3": "\u666e\u901a"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "\u512a\u8cea": "0",
+    "\u5dee": "1",
+    "\u5ee3\u544a": "2",
+    "\u666e\u901a": "3"
+  },
+  "layer_norm_eps": 1e-05,
+  "max_length": 128,
+  "mlp_ratio": 4.0,
+  "model_type": "swin",
+  "num_channels": 3,
+  "num_heads": [
+    3,
+    6,
+    12,
+    24
+  ],
+  "num_layers": 4,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "padding": "max_length",
+  "patch_size": 4,
+  "path_norm": true,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.0",
+  "use_absolute_embeddings": false,
+  "window_size": 7
+}

images/0

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+size 6148

images/3

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model.safetensors

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+size 110348984

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

runs/events.out.tfevents.1699971655.2eacb966a482.637.0

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