Spaces:
Running
Running
Upload folder using huggingface_hub
Browse files
app.py
CHANGED
|
@@ -13,13 +13,18 @@ from dataset import MIMICECGDataset
|
|
| 13 |
|
| 14 |
# --- Configuration ---
|
| 15 |
DATA_DIR = "./examples"
|
| 16 |
-
CSV_PATH = "metadata.csv"
|
| 17 |
DEVICE = torch.device("cpu")
|
| 18 |
|
| 19 |
# --- Load Resources ---
|
| 20 |
print("Downloading Model from Hub...")
|
| 21 |
-
#
|
| 22 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23 |
|
| 24 |
print(f"Loading Model from {model_path}...")
|
| 25 |
model = ResNet1d(num_classes=5).to(DEVICE)
|
|
|
|
| 13 |
|
| 14 |
# --- Configuration ---
|
| 15 |
DATA_DIR = "./examples"
|
| 16 |
+
CSV_PATH = "metadata.csv"
|
| 17 |
DEVICE = torch.device("cpu")
|
| 18 |
|
| 19 |
# --- Load Resources ---
|
| 20 |
print("Downloading Model from Hub...")
|
| 21 |
+
# Get token from Space Secrets (must be set as HF_TOKEN)
|
| 22 |
+
hf_token = os.environ.get("HF_TOKEN")
|
| 23 |
+
model_path = hf_hub_download(
|
| 24 |
+
repo_id="IFMedTech/ECG_Model",
|
| 25 |
+
filename="resnet_advanced.pth",
|
| 26 |
+
token=hf_token
|
| 27 |
+
)
|
| 28 |
|
| 29 |
print(f"Loading Model from {model_path}...")
|
| 30 |
model = ResNet1d(num_classes=5).to(DEVICE)
|