commit files to HF hub

.gitattributes

@@ -33,3 +33,10 @@ 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/g_shaped_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text
+images/galley_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text
+images/island_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text
+images/l_shaped_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text
+images/others.jpeg filter=lfs diff=lfs merge=lfs -text
+images/single_wall_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text
+images/u_shaped_kitchen.jpeg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: kitchen-layouts
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.5089285969734192
+---
+
+# kitchen-layouts
+
+
+Kitchen Layouts detection🤗🖼️
+
+
+## Example Images
+
+
+#### g_shaped_kitchen
+
+![g_shaped_kitchen](images/g_shaped_kitchen.jpeg)
+
+#### galley_kitchen
+
+![galley_kitchen](images/galley_kitchen.jpeg)
+
+#### island_kitchen
+
+![island_kitchen](images/island_kitchen.jpeg)
+
+#### l_shaped_kitchen
+
+![l_shaped_kitchen](images/l_shaped_kitchen.jpeg)
+
+#### others
+
+![others](images/others.jpeg)
+
+#### single_wall_kitchen
+
+![single_wall_kitchen](images/single_wall_kitchen.jpeg)
+
+#### u_shaped_kitchen
+
+![u_shaped_kitchen](images/u_shaped_kitchen.jpeg)

config.json

@@ -0,0 +1,42 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "g_shaped_kitchen",
+    "1": "galley_kitchen",
+    "2": "island_kitchen",
+    "3": "l_shaped_kitchen",
+    "4": "others",
+    "5": "single_wall_kitchen",
+    "6": "u_shaped_kitchen"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "g_shaped_kitchen": "0",
+    "galley_kitchen": "1",
+    "island_kitchen": "2",
+    "l_shaped_kitchen": "3",
+    "others": "4",
+    "single_wall_kitchen": "5",
+    "u_shaped_kitchen": "6"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.2"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da160428a234f91909c5650f8d3b1092604546a184695b244614540c6bf50c36
+size 343239356

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}