trial run

README.md

@@ -1,8 +1,8 @@
 ---
 title: 5950119M
 emoji: 🌍
-colorFrom: blue
-colorTo: gray
+colorFrom: indigo
+colorTo: red
 sdk: gradio
 sdk_version: 5.9.1
 app_file: app.py

app.py

@@ -0,0 +1,35 @@
+from ultralytics import YOLO
+from PIL import Image
+import gradio as gr
+from huggingface_hub import snapshot_download
+import os
+
+
+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)
+    img_bgr = result[0].plot()
+    out_pilimg = Image.fromarray(img_bgr[..., ::-1])  # RGB-order PIL image
+    
+    return out_pilimg
+
+
+REPO_ID = "alvinc/hats_shoes_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