added

README.md

@@ -1,13 +1,14 @@
 ---
-title: Balloon Od
-emoji: ⚡
+title: balloon-od
+emoji: 🐢
 colorFrom: indigo
-colorTo: indigo
+colorTo: red
+python_version: 3.8
 sdk: gradio
-sdk_version: 5.3.0
+sdk_version: 4.0.2
 app_file: app.py
 pinned: false
-short_description: Balloon Detector
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,33 @@
+from ultralytics import YOLO
+import gradio as gr
+from huggingface_hub import snapshot_download
+import os
+
+model_path = "/Users/markk/Downloads/best_int8_openvino_model"
+
+def load_model(repo_id):
+    download_dir = snapshot_download(repo_id)
+    print(download_dir)
+    path  = os.path.join(download_dir, "best_int8_openvino_model")
+    print(path)
+    detection_model = YOLO(path, task='detect')
+    return detection_model
+
+
+def predict(pilimg):
+
+    source = pilimg
+    # x = np.asarray(pilimg)
+    # print(x.shape)
+    result = detection_model.predict(source, conf=0.5, iou=0.6)
+    out_pilimg = result[0].plot()
+    return out_pilimg
+
+
+REPO_ID = "khengkok/balloon_yolov8"
+detection_model = load_model(REPO_ID)
+
+gr.Interface(fn=predict,
+             inputs=gr.Image(type="pil"),
+             outputs=gr.Image(type="pil")
+             ).launch(share=True)

requirements.txt

@@ -0,0 +1,2 @@
+ultralytics
+huggingface_hub