Update README.md

README.md

@@ -49,9 +49,14 @@ import torch.nn as nn
 from feat.emo_detectors.ResMaskNet.resmasknet_test import ResMasking
 from huggingface_hub import hf_hub_download
 
+# Load Configs
+emotion_config_file = hf_hub_download(repo_id= "py-feat/resmasknet", filename="config.json", cache_dir=get_resource_path())
+with open(emotion_config_file, "r") as f:
+    emotion_config = json.load(f)
+
 device = 'cpu'
-emotion_detector = ResMasking("", in_channels=3)
-emotion_detector.fc = nn.Sequential(nn.Dropout(0.4), nn.Linear(512, 7))
+emotion_detector = ResMasking("", in_channels=emotion_config['in_channels'])
+emotion_detector.fc = nn.Sequential(nn.Dropout(0.4), nn.Linear(512, emotion_config['num_classes']))
 emotion_model_file = hf_hub_download(repo_id='py-feat/resmasknet', filename="ResMaskNet_Z_resmasking_dropout1_rot30.pth")
 emotion_checkpoint = torch.load(emotion_model_file, map_location=device)["net"]
 emotion_detector.load_state_dict(emotion_checkpoint)