Upload root file: README.md

README.md

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-license: mit
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+# AnyInsertion dataset
+
+## Summary
+This is the dataset proposed in our paper [**Insert Anything: Image Insertion via In-Context Editing in DiT**](https://arxiv.org/html/2504.15009)
+
+AnyInsertion dataset consists of training and testing subsets. The training set includes 159,908 samples across two prompt types: 58,188 mask-prompt image pairs and 101,720 text-prompt image pairs;the test set includes 158 data pairs: 120 mask-prompt pairs and 38 text-prompt pairs.
+
+AnyInsertion dataset covers diverse categories including human subjects, daily necessities, garments, furniture, and various objects.
+
+
+![alt text](dataset_categories.png)
+
+
+## Directory
+
+```
+
+
+data/
+├── train/
+│   ├── accessory/
+│   │   ├── ref_image/          # Reference image containing the element to be inserted
+│   │   ├── ref_mask/           # The mask corresponding to the inserted element
+│   │   ├── tar_image/          # Ground truth
+│   │   ├── tar_mask/           # The mask corresponding to the edited area of target image
+│   │   ├── add/                # The image after removing the inserted element in the tar_image
+│   │   ├── replace_different/  # The image after performing a replacement operation with a different shape on the inserted object in the tar_image
+│   │   └── replace_same/       # The image after performing a replacement operation with the same shape on the inserted object in the tar_image
+│   ├── object/
+│   │   ├── ref_image/         
+│   │   ├── ref_mask/          
+│   │   ├── tar_image/         
+│   │   ├── tar_mask/         
+│   │   ├── add/               
+│   │   └── replace/            # The image after performing a replacement operation on the inserted object in the tar_image
+│   └── person/
+│       ├── ref_image/        
+│       ├── ref_mask/         
+│       ├── tar_image/         
+│       ├── tar_mask/         
+│       ├── add/              
+│       └── replace/      
+└── test/
+    ├── garment/
+    │   ├── ref_image/      
+    │   ├── ref_mask/       
+    │   ├── tar_image/        
+    │   ├── tar_mask/          
+    │   └── src_image/          # The image after performing a replacement operation on the inserted object in the tar_image
+    ├── object/
+    │   ├── ref_image/        
+    │   ├── ref_mask/      
+    │   ├── tar_image/          
+    │   ├── tar_mask/           
+    │   ├── src_image/          # The image after removing the inserted element in the tar_image
+    └── person/
+        ├── simple_scene/     
+        │   ├── ref_image/        
+        │   ├── ref_mask/         
+        │   ├── tar_image/          
+        │   ├── tar_mask/         
+        └── complex_scene/     
+            ├── ref_image/         
+            ├── ref_mask/          
+            ├── tar_image/         
+            ├── tar_mask/         
+
+
+```
+
+
+
+## Example
+
+<div style="display: flex; text-align: center; align-items: center; justify-content: space-between;">
+  <figure style="margin: 10px; width: calc(25% - 20px);">
+    <img src="train/accessory/ref_image/2.png" alt="Ref_image" style="width: 100%;">
+    <figcaption>Ref_image</figcaption>
+  </figure>
+  <figure style="margin: 10px; width: calc(25% - 20px);">
+    <img src="train/accessory/ref_mask/2.png" alt="Ref_mask" style="width: 100%;">
+    <figcaption>Ref_mask</figcaption>
+  </figure>
+  <figure style="margin: 10px; width: calc(25% - 20px);">
+    <img src="train/accessory/tar_image/2.png" alt="Tar_image" style="width: 100%;">
+    <figcaption>Tar_image</figcaption>
+  </figure>
+  <figure style="margin: 10px; width: calc(25% - 20px);">
+    <img src="train/accessory/tar_mask/2.png" alt="Tar_mask" style="width: 100%;">
+    <figcaption>Tar_mask</figcaption>
+  </figure>
+</div>
+
+<div style="display: flex; text-align: center; align-items: center; justify-content: space-between;">
+  <figure style="margin: 10px; width: calc(33.33% - 20px);">
+    <img src="train/accessory/add/src_image/2.png" alt="Add" style="width: 100%;">
+    <figcaption>Add</figcaption>
+  </figure>
+  <figure style="margin: 10px; width: calc(33.33% - 20px);">
+    <img src="train/accessory/replace_different/src_image/2.png" alt="Replace_different" style="width: 100%;">
+    <figcaption>Replace_different</figcaption>
+  </figure>
+  <figure style="margin: 10px; width: calc(33.33% - 20px);">
+    <img src="train/accessory/replace_same/src_image/2.png" alt="Replace_same" style="width: 100%;">
+    <figcaption>Replace_same</figcaption>
+  </figure>
+</div>