Update README.md

README.md

@@ -1,3 +1,25 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+Example images to be used with the Trashify object detection demo.
+
+See link to the demo: [https://huggingface.co/spaces/mrdbourke/trashify_demo_v4](https://huggingface.co/spaces/mrdbourke/trashify_demo_v4)
+
+Example usage:
+
+```python
+from datasets import load_dataset
+
+trashify_examples = load_dataset("mrdbourke/trashify_examples")
+trashify_examples
+```
+
+Save images to file:
+
+```python
+for i, sample in enumerate(trashify_examples["train"]):
+    save_path = f"../demos/trashify_object_detector/trashify_examples/trashify_example_{i+1}.jpeg"
+    print(f"[INFO] Saving image to: {save_path}")
+    sample["image"].save(save_path)
+```