Update app.py

app.py

@@ -3,8 +3,9 @@ import time
 from video_processing import process_video
 from PIL import Image
 import matplotlib
-matplotlib.rcParams['figure.dpi'] = 500
-matplotlib.rcParams['savefig.dpi'] = 500
+
+matplotlib.rcParams['figure.dpi'] = 400
+matplotlib.rcParams['savefig.dpi'] = 400
 
 def process_and_show_completion(video_input_path, anomaly_threshold_input, fps, progress=gr.Progress()):
     try:
@@ -20,7 +21,7 @@ def process_and_show_completion(video_input_path, anomaly_threshold_input, fps,
             mse_plot_embeddings, mse_histogram_embeddings, \
             mse_plot_posture, mse_histogram_posture, \
             mse_heatmap_embeddings, mse_heatmap_posture, \
-            face_samples_frequent, face_samples_other, \
+            face_samples_frequent, \
             anomaly_faces_embeddings, anomaly_frames_posture_images, \
             aligned_faces_folder, frames_folder = results
 
@@ -37,7 +38,7 @@ def process_and_show_completion(video_input_path, anomaly_threshold_input, fps,
             mse_histogram_embeddings, mse_histogram_posture,
             mse_heatmap_embeddings, mse_heatmap_posture,
             anomaly_faces_embeddings_pil, anomaly_frames_posture_pil,
-            face_samples_frequent, face_samples_other,
+            face_samples_frequent,
             aligned_faces_folder, frames_folder,
             mse_embeddings, mse_posture,
         ]
@@ -76,7 +77,7 @@ with gr.Blocks() as iface:
             mse_features_hist = gr.Plot(label="MSE Distribution: Facial Features")
             mse_features_heatmap = gr.Plot(label="MSE Heatmap: Facial Features")
             anomaly_frames_features = gr.Gallery(label="Anomaly Frames (Facial Features)", columns=6, rows=2, height="auto")
-            #face_samples_most_frequent = gr.Gallery(label="Other Samples", columns=10, rows=2, height="auto")
+            face_samples_most_frequent = gr.Gallery(label="Other Samples", columns=10, rows=2, height="auto")
             #face_samples_others = gr.Gallery(label="Other Samples", columns=6, rows=1, height="auto")
 
         with gr.Tab("Body Posture"):
@@ -103,7 +104,7 @@ with gr.Blocks() as iface:
             mse_features_hist, mse_posture_hist,
             mse_features_heatmap, mse_posture_heatmap,
             anomaly_frames_features, anomaly_frames_posture,
-            face_samples_most_frequent, face_samples_others,
+            face_samples_most_frequent,
             aligned_faces_folder_store, frames_folder_store,
             mse_heatmap_embeddings_store, mse_heatmap_posture_store
         ]