diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d4fe2910ed6c34e5ba1a4cf2927e6f1d800d3c2d
--- /dev/null
+++ b/README.md
@@ -0,0 +1,53 @@
+---
+task_categories:
+- image-classification
+
+---
+# AutoTrain Dataset for project: leaf
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project leaf.
+
+### 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": "<256x256 RGB PIL image>",
+    "target": 4
+  },
+  {
+    "image": "<256x256 RGB PIL image>",
+    "target": 1
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "image": "Image(decode=True, id=None)",
+  "target": "ClassLabel(names=['Bacteria', 'Fungi', 'Nematodes', 'Normal', 'Virus'], 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        | 191 |
+| valid        | 48 |
diff --git a/processed/dataset_dict.json b/processed/dataset_dict.json
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--- /dev/null
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+{"splits": ["train", "valid"]}
\ No newline at end of file
diff --git a/processed/train/data-00000-of-00001.arrow b/processed/train/data-00000-of-00001.arrow
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+version https://git-lfs.github.com/spec/v1
+oid sha256:f7052b0a1aa130c1d0f82be20d5d4877984b13a0bf2b33ecc24199e69f1b8e3b
+size 23545200
diff --git a/processed/train/dataset_info.json b/processed/train/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..580945c09dbbdc24eb31eefbc60d2cfaa0946170
--- /dev/null
+++ b/processed/train/dataset_info.json
@@ -0,0 +1,29 @@
+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Bacteria",
+        "Fungi",
+        "Nematodes",
+        "Normal",
+        "Virus"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 23544398,
+      "num_examples": 191,
+      "dataset_name": null
+    }
+  }
+}
\ No newline at end of file
diff --git a/processed/train/state.json b/processed/train/state.json
new file mode 100644
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--- /dev/null
+++ b/processed/train/state.json
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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "7a82168f8b7da9ba",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}
\ No newline at end of file
diff --git a/processed/valid/data-00000-of-00001.arrow b/processed/valid/data-00000-of-00001.arrow
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--- /dev/null
+++ b/processed/valid/data-00000-of-00001.arrow
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+version https://git-lfs.github.com/spec/v1
+oid sha256:7af7ce7436052aa100a8c853cf3bbb1fc2c04fa2759b0c481bbf3936257dc90e
+size 5694120
diff --git a/processed/valid/dataset_info.json b/processed/valid/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0e1831da4623d26508feb880517d1efd1c517d1
--- /dev/null
+++ b/processed/valid/dataset_info.json
@@ -0,0 +1,29 @@
+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "image": {
+      "_type": "Image"
+    },
+    "target": {
+      "names": [
+        "Bacteria",
+        "Fungi",
+        "Nematodes",
+        "Normal",
+        "Virus"
+      ],
+      "_type": "ClassLabel"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "splits": {
+    "valid": {
+      "name": "valid",
+      "num_bytes": 5693310,
+      "num_examples": 48,
+      "dataset_name": null
+    }
+  }
+}
\ No newline at end of file
diff --git a/processed/valid/state.json b/processed/valid/state.json
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index 0000000000000000000000000000000000000000..f5c20f8330515740da898fc53bdc6e3cf9934fe3
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+++ b/processed/valid/state.json
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+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "4df0f06af7ec12d2",
+  "_format_columns": [
+    "image",
+    "target"
+  ],
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}
\ No newline at end of file
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