updated thresholds options range

app.py

@@ -127,7 +127,7 @@ def generate_3d_model(depth, image_path, focallength_px, simplification_factor=0
 
         print("Creating mesh")
         # Create the mesh using Trimesh with vertex colors
-        mesh = trimesh.Trimesh(vertices=vertices, faces=faces, vertex_colors=colors)
+        mesh = trimesh.Trimesh(vertices=vertices, faces=faces, vertex_colors=colors, process=False)
 
         # Mesh cleaning and improvement steps
         print("Original mesh - vertices: {}, faces: {}".format(len(mesh.vertices), len(mesh.faces)))
@@ -318,7 +318,7 @@ with gr.Blocks() as iface:
     with gr.Row():
         simplification_factor = gr.Slider(minimum=0.1, maximum=1.0, value=0.8, step=0.1, label="Simplification Factor")
         smoothing_iterations = gr.Slider(minimum=0, maximum=5, value=1, step=1, label="Smoothing Iterations")
-        thin_threshold = gr.Slider(minimum=0.001, maximum=0.1, value=0.01, step=0.001, label="Thin Feature Threshold")
+        thin_threshold = gr.Slider(minimum=0.01, maximum=1, value=0.05, step=0.01, label="Thin Feature Threshold (meters)")
     
     regenerate_button = gr.Button("Regenerate 3D Model")
     model_status = gr.Textbox(label="3D Model Status")

history.md

@@ -22,3 +22,11 @@
   4. Added a print statement just before returning from the `predict_depth` function to log all return values.
 - These changes aim to prevent CUDA initialization in the main process and provide more detailed logging for troubleshooting.
 
+## 2024-10-05 22:30 PST
+### 3D Model Colorization and Thin Threshold Adjustment
+- Problem 1: The generated 3D model lacks proper colorization from the original image.
+- Problem 2: The range for the 'thin' threshold slider may need adjustment, and its units are unclear.
+- Next steps: 
+  1. Investigate and fix the texture mapping in the 3D model generation process.
+  2. Clarify the units for the thin threshold and consider adjusting its range.
+