Update README.md

README.md

@@ -19,4 +19,59 @@ See [deepghs/search_image_by_image_or_text](https://huggingface.co/spaces/deepgh
 
 ### Compatibility
 
-The checkpoints in this repo have been structured for compatibility with the [dghs-realutils](https://github.com/deepghs/realutils) package.
+The checkpoints in this repo have been structured for compatibility with the [dghs-imgutils](https://github.com/deepghs/imgutils) package.
+
+You can run it locally with the following 2 approaches
+
+#### Infer with Code
+
+```shell
+pip install dghs-imgutils>=0.17.0
+```
+
+```python
+from imgutils.generic import siglip_predict
+
+pred = siglip_predict(
+    images=[
+        'https://huggingface.co/datasets/narugo1992/nzb_files/resolve/main/eshuushuu_51.webp',
+    ],
+    texts=[
+        # short tags
+        '1girl',
+        '1boy',
+        'orange_hair',
+        'blue_hair',
+
+        # long text
+        '1girl, solo, thighhighs, orange_shirt, twintails, brown_hair, hair_bun, long_hair, double_bun, '
+        'zettai_ryouiki, jar, sitting, bow, school_uniform, long_sleeves, smile, pink_bow, skirt, orange_skirt, '
+        'very_long_hair, black_thighhighs, orange_dress, miniskirt',
+        'food, halo, red_eyes, side_ponytail, skirt, macaron, pink_hair, sailor_collar, holding, '
+        'black_sailor_collar, cake, long_hair, drumsticks, black_skirt, pleated_skirt, pink_halo, 1girl, '
+        'ahoge, red_neckerchief, chibi, neckerchief, long_sleeves, holding_food, sash, blush, holding_drumsticks, '
+        'multiple_views, white_cardigan, looking_at_viewer,'
+    ],
+    repo_id='deepghs/siglip_beta',
+    model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
+)
+print(pred)
+# [[2.5059912e-02 1.7571157e-04 2.1646977e-03 1.8494057e-04 1.0000000e+00
+#   3.8877626e-15]]
+```
+
+#### Launch a Gradio Demo
+
+```shell
+pip install dghs-imgutils[demo]>=0.17.0
+```
+
+```python
+from imgutils.generic import SigLIPModel
+
+SigLIPModel(
+    repo_id='deepghs/siglip_beta',
+).launch_demo(
+    default_model_name='smilingwolf/siglip_swinv2_base_2025_02_22_18h56m54s'
+)
+```