Processed data from AutoTrain data processor ([2023-02-25 00:44 ]

README.md

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+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: multifamily
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project multifamily.
+
+### Languages
+
+The BCP-47 code for the dataset's language is unk.
+
+## Dataset Structure
+
+### Data Instances
+
+A sample from this dataset looks as follows:
+
+```json
+[
+  {
+    "image": "<500x500 RGB PIL image>",
+    "target": 40
+  },
+  {
+    "image": "<500x500 RGB PIL image>",
+    "target": 34
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Balcony-Patio', 'Bathroom', 'Bedroom', 'Bike', 'Building', 'Business Center', 'Business Center Conference Room', 'Closet', 'Clubhouse', 'Clubhouse Dining Room', 'Construction', 'Dining Room', 'Dog Park', 'Fire Pit', 'Fitness Center', 'Floorplan', 'Fountain', 'Green Space', 'Grilling Area', 'Hallway', 'Headshot', 'Home Office', 'Hot Tub', 'Kitchen', 'Laundry Facility', 'Laundry Washer-Dryer', 'Leasing Office', 'Living Room', 'Living Room Fireplace', 'Logo', 'Lounge Area', 'Mail Box', 'Monument Sign', 'Neighborhood', 'Packages', 'Parking', 'Pet Washing', 'Picnic Area', 'Play Park', 'Pool', 'Pool Cabanas', 'Pool Table', 'Private Garage', 'Site-plan', 'Stock Photo', 'Tennis Court', 'View-Aerial', 'room'], id=None)"
+}
+```
+
+### Dataset Splits
+
+This dataset is split into a train and validation split. The split sizes are as follow:
+
+| Split name   | Num samples         |
+| ------------ | ------------------- |
+| train        | 681 |
+| valid        | 185 |

processed/dataset_dict.json

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+{"splits": ["train", "valid"]}

processed/train/dataset.arrow

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+size 28318656

processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Balcony-Patio",
+        "Bathroom",
+        "Bedroom",
+        "Bike",
+        "Building",
+        "Business Center",
+        "Business Center Conference Room",
+        "Closet",
+        "Clubhouse",
+        "Clubhouse Dining Room",
+        "Construction",
+        "Dining Room",
+        "Dog Park",
+        "Fire Pit",
+        "Fitness Center",
+        "Floorplan",
+        "Fountain",
+        "Green Space",
+        "Grilling Area",
+        "Hallway",
+        "Headshot",
+        "Home Office",
+        "Hot Tub",
+        "Kitchen",
+        "Laundry Facility",
+        "Laundry Washer-Dryer",
+        "Leasing Office",
+        "Living Room",
+        "Living Room Fireplace",
+        "Logo",
+        "Lounge Area",
+        "Mail Box",
+        "Monument Sign",
+        "Neighborhood",
+        "Packages",
+        "Parking",
+        "Pet Washing",
+        "Picnic Area",
+        "Play Park",
+        "Pool",
+        "Pool Cabanas",
+        "Pool Table",
+        "Private Garage",
+        "Site-plan",
+        "Stock Photo",
+        "Tennis Court",
+        "View-Aerial",
+        "room"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 28317189,
+      "num_examples": 681,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "641b957319355fd6",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_indexes": {},
+  "_output_all_columns": false,
+  "_split": null
+}

processed/valid/dataset.arrow

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+oid sha256:fa6eba0fe9d7ac22599b82ebae5a862085befdbdffcabfceb61fb6f0fcdd8af9
+size 7693288

processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Balcony-Patio",
+        "Bathroom",
+        "Bedroom",
+        "Bike",
+        "Building",
+        "Business Center",
+        "Business Center Conference Room",
+        "Closet",
+        "Clubhouse",
+        "Clubhouse Dining Room",
+        "Construction",
+        "Dining Room",
+        "Dog Park",
+        "Fire Pit",
+        "Fitness Center",
+        "Floorplan",
+        "Fountain",
+        "Green Space",
+        "Grilling Area",
+        "Hallway",
+        "Headshot",
+        "Home Office",
+        "Hot Tub",
+        "Kitchen",
+        "Laundry Facility",
+        "Laundry Washer-Dryer",
+        "Leasing Office",
+        "Living Room",
+        "Living Room Fireplace",
+        "Logo",
+        "Lounge Area",
+        "Mail Box",
+        "Monument Sign",
+        "Neighborhood",
+        "Packages",
+        "Parking",
+        "Pet Washing",
+        "Picnic Area",
+        "Play Park",
+        "Pool",
+        "Pool Cabanas",
+        "Pool Table",
+        "Private Garage",
+        "Site-plan",
+        "Stock Photo",
+        "Tennis Court",
+        "View-Aerial",
+        "room"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 7691823,
+      "num_examples": 185,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "745075daa1424b0e",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_indexes": {},
+  "_output_all_columns": false,
+  "_split": null
+}