load model and config files from hub

app.py

@@ -7,7 +7,10 @@ import random
 from utils import sahi_mmdet_inference
 from streamlit_image_comparison import image_comparison
 
-MMDET_YOLOX_MODEL_URL = "https://download.openmmlab.com/mmdetection/v2.0/yolox/yolox_tiny_8x8_300e_coco/yolox_tiny_8x8_300e_coco_20211124_171234-b4047906.pth"
+MMDET_YOLOX_TINY_MODEL_URL = "https://huggingface.co/fcakyon/mmdet-yolox-tiny/resolve/main/yolox_tiny_8x8_300e_coco_20211124_171234-b4047906.pth"
+MMDET_YOLOX_TINY_MODEL_PATH = "yolox.pt"
+MMDET_YOLOX_TINY_CONFIG_URL = "https://huggingface.co/fcakyon/mmdet-yolox-tiny/raw/main/yolox_tiny_8x8_300e_coco.py"
+MMDET_YOLOX_TINY_CONFIG_PATH = "config.py"
 
 IMAGE_TO_URL = {
     "apple_tree.jpg": "https://user-images.githubusercontent.com/34196005/142730935-2ace3999-a47b-49bb-83e0-2bdd509f1c90.jpg",
@@ -33,13 +36,13 @@ def download_comparison_images():
 
 @st.cache(allow_output_mutation=True, show_spinner=False)
 def get_model():
-    model_path = "yolox.pt"
-    sahi.utils.file.download_from_url(
-        MMDET_YOLOX_MODEL_URL,
-        model_path,
+     sahi.utils.file.download_from_url(
+        MMDET_YOLOX_TINY_MODEL_URL,
+        MMDET_YOLOX_TINY_MODEL_PATH,
     )
-    config_path = sahi.utils.mmdet.download_mmdet_config(
-        model_name="yolox", config_file_name="yolox_tiny_8x8_300e_coco.py"
+    sahi.utils.file.download_from_url(
+        MMDET_YOLOX_TINY_CONFIG_URL,
+        MMDET_YOLOX_TINY_CONFIG_PATH,
     )
 
     detection_model = AutoDetectionModel.from_pretrained(