Processed data from AutoTrain data processor ([2023-01-15 09:02 ]

README.md

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+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: bone-tumor-species
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project bone-tumor-species.
+
+### 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": "<512x512 RGB PIL image>",
+    "target": 16
+  },
+  {
+    "image": "<512x512 RGB PIL image>",
+    "target": 29
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Adipose Tissue', 'Alveolar Rhabdomyosarcoma', 'Alveolar Soft Part Sarcoma', 'Angioleiomyoma', 'Angiosarcoma', 'Clear Cell Sarcoma', 'Dedifferentiated Liposarcoma', 'Dense Connective Tissue', 'Dermatofibrosarcoma Protuberans', 'Desmoplastic Small Round Cell Tumor', 'Elastic Connective Tissue', 'Elastofibroma', 'Embryonal Rhabdomyosarcoma', 'Epithelioid Hemangioendothelioma', 'Epithelioid Sarcoma', 'Extraskeletal Myxoid Chondrosarcoma', 'Fibrocartilage', 'Fibroma (of Tendon Sheath)', 'Fibromatosis', 'Fibrosarcoma', 'Fibrous Histiocytoma', 'Glomus Tumor', 'Granular Cell Tumor', 'Hemangioma', 'Heterotopic Ossification (Myositis Ossificans)', 'Hibernoma', 'Hyaline Cartilage', 'Inflammatory Myofibroblastic Tumor', 'Kaposi Sarcoma', 'Leiomyosarcoma', 'Lipoblastoma', 'Lipoma', 'Loose Connective Tissue', 'Low Grade Fibromyxoid Sarcoma', 'Malignant Peripheral Nerve Sheath Tumor', 'Myopericytoma', 'Myxofibrosarcoma', 'Myxoid Liposarcoma', 'Neurofibroma', 'Nodular Fasciitis', 'Perineurioma', 'Proliferative Fasciitis', 'Rhabdomyoma', 'Schwannoma', 'Sclerosing Epithelioid Fibrosarcoma', 'Skeletal Muscle', 'Solitary Fibrous Tumor', 'Spindle Cell Lipoma', 'Synovial Sarcoma', 'Tenosynovial Giant Cell Tumor', 'Tumoral Calcinosis', 'Undifferentiated Pleiomorphic Sarcoma'], 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        | 6268 |
+| valid        | 1570 |

processed/dataset_dict.json

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

processed/train/dataset.arrow

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+size 605208320

processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Adipose Tissue",
+        "Alveolar Rhabdomyosarcoma",
+        "Alveolar Soft Part Sarcoma",
+        "Angioleiomyoma",
+        "Angiosarcoma",
+        "Clear Cell Sarcoma",
+        "Dedifferentiated Liposarcoma",
+        "Dense Connective Tissue",
+        "Dermatofibrosarcoma Protuberans",
+        "Desmoplastic Small Round Cell Tumor",
+        "Elastic Connective Tissue",
+        "Elastofibroma",
+        "Embryonal Rhabdomyosarcoma",
+        "Epithelioid Hemangioendothelioma",
+        "Epithelioid Sarcoma",
+        "Extraskeletal Myxoid Chondrosarcoma",
+        "Fibrocartilage",
+        "Fibroma (of Tendon Sheath)",
+        "Fibromatosis",
+        "Fibrosarcoma",
+        "Fibrous Histiocytoma",
+        "Glomus Tumor",
+        "Granular Cell Tumor",
+        "Hemangioma",
+        "Heterotopic Ossification (Myositis Ossificans)",
+        "Hibernoma",
+        "Hyaline Cartilage",
+        "Inflammatory Myofibroblastic Tumor",
+        "Kaposi Sarcoma",
+        "Leiomyosarcoma",
+        "Lipoblastoma",
+        "Lipoma",
+        "Loose Connective Tissue",
+        "Low Grade Fibromyxoid Sarcoma",
+        "Malignant Peripheral Nerve Sheath Tumor",
+        "Myopericytoma",
+        "Myxofibrosarcoma",
+        "Myxoid Liposarcoma",
+        "Neurofibroma",
+        "Nodular Fasciitis",
+        "Perineurioma",
+        "Proliferative Fasciitis",
+        "Rhabdomyoma",
+        "Schwannoma",
+        "Sclerosing Epithelioid Fibrosarcoma",
+        "Skeletal Muscle",
+        "Solitary Fibrous Tumor",
+        "Spindle Cell Lipoma",
+        "Synovial Sarcoma",
+        "Tenosynovial Giant Cell Tumor",
+        "Tumoral Calcinosis",
+        "Undifferentiated Pleiomorphic Sarcoma"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 605204291,
+      "num_examples": 6268,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "0e5f547cc494242c",
+  "_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 sha256:4c051b8b17de4aa095eda205b56cb4f2813a2712a12e22c5a4e4118fa9c65389
+size 151684264

processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Adipose Tissue",
+        "Alveolar Rhabdomyosarcoma",
+        "Alveolar Soft Part Sarcoma",
+        "Angioleiomyoma",
+        "Angiosarcoma",
+        "Clear Cell Sarcoma",
+        "Dedifferentiated Liposarcoma",
+        "Dense Connective Tissue",
+        "Dermatofibrosarcoma Protuberans",
+        "Desmoplastic Small Round Cell Tumor",
+        "Elastic Connective Tissue",
+        "Elastofibroma",
+        "Embryonal Rhabdomyosarcoma",
+        "Epithelioid Hemangioendothelioma",
+        "Epithelioid Sarcoma",
+        "Extraskeletal Myxoid Chondrosarcoma",
+        "Fibrocartilage",
+        "Fibroma (of Tendon Sheath)",
+        "Fibromatosis",
+        "Fibrosarcoma",
+        "Fibrous Histiocytoma",
+        "Glomus Tumor",
+        "Granular Cell Tumor",
+        "Hemangioma",
+        "Heterotopic Ossification (Myositis Ossificans)",
+        "Hibernoma",
+        "Hyaline Cartilage",
+        "Inflammatory Myofibroblastic Tumor",
+        "Kaposi Sarcoma",
+        "Leiomyosarcoma",
+        "Lipoblastoma",
+        "Lipoma",
+        "Loose Connective Tissue",
+        "Low Grade Fibromyxoid Sarcoma",
+        "Malignant Peripheral Nerve Sheath Tumor",
+        "Myopericytoma",
+        "Myxofibrosarcoma",
+        "Myxoid Liposarcoma",
+        "Neurofibroma",
+        "Nodular Fasciitis",
+        "Perineurioma",
+        "Proliferative Fasciitis",
+        "Rhabdomyoma",
+        "Schwannoma",
+        "Sclerosing Epithelioid Fibrosarcoma",
+        "Skeletal Muscle",
+        "Solitary Fibrous Tumor",
+        "Spindle Cell Lipoma",
+        "Synovial Sarcoma",
+        "Tenosynovial Giant Cell Tumor",
+        "Tumoral Calcinosis",
+        "Undifferentiated Pleiomorphic Sarcoma"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 151681902,
+      "num_examples": 1570,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
+  "_data_files": [
+    {
+      "filename": "dataset.arrow"
+    }
+  ],
+  "_fingerprint": "8ec502010c89df80",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_indexes": {},
+  "_output_all_columns": false,
+  "_split": null
+}