updated docs and model

DAPModel.mlpackage/Data/com.apple.CoreML/model.mlmodel

@@ -1,3 +1,3 @@
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+oid sha256:e408640d06b3e1aad41fa3fe25e13a584a488811560a5ac8561f0c871fdd4c15
 size 402181

DAPModel.mlpackage/Manifest.json

@@ -1,18 +1,18 @@
 {
     "fileFormatVersion": "1.0.0",
     "itemInfoEntries": {
-        "37F51687-4A0B-4963-912A-7D080B1C48F7": {
-            "author": "com.apple.CoreML",
-            "description": "CoreML Model Weights",
-            "name": "weights",
-            "path": "com.apple.CoreML/weights"
-        },
-        "B3596E09-415B-4E7B-A58E-3AAE21D5CF37": {
+        "2D7AE079-9AC7-4221-BC61-F6AA0F4AE8E0": {
             "author": "com.apple.CoreML",
             "description": "CoreML Model Specification",
             "name": "model.mlmodel",
             "path": "com.apple.CoreML/model.mlmodel"
+        },
+        "ABE41932-B39B-482F-AFF2-D5F1AFD7CFB8": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Weights",
+            "name": "weights",
+            "path": "com.apple.CoreML/weights"
         }
     },
-    "rootModelIdentifier": "B3596E09-415B-4E7B-A58E-3AAE21D5CF37"
+    "rootModelIdentifier": "2D7AE079-9AC7-4221-BC61-F6AA0F4AE8E0"
 }

README.md

@@ -16,6 +16,11 @@ base_model: Insta360-Research/DAP-weights
 
 CoreML export of **[DAP (Depth Any Panoramas)](https://github.com/Insta360-Research-Team/DAP)**, a foundation model for monocular depth estimation on equirectangular 360° panoramas. Optimized for on-device inference on iOS 18+ and macOS with Apple Silicon.
 
+| | |
+|---|---|
+| ![](test/test.png) | ![](test/depth.png)  |
+
+
 | | |
 |---|---|
 | **Original model** | [DAP (Insta360 Research)](https://huggingface.co/Insta360-Research/DAP-weights) |
@@ -27,8 +32,6 @@ CoreML export of **[DAP (Depth Any Panoramas)](https://github.com/Insta360-Resea
 
 ## Validation
 
-Exported and validated against PyTorch ground truth:
-
 | Metric | Value |
 |---|---|
 | Max absolute difference | 5.54×10⁻⁶ |

export_and_validate_coreml.py

@@ -159,7 +159,7 @@ def compute_metrics(depth_pt, depth_cl):
 def save_comparison_viz(depth_pt, depth_cl, metrics, output_dir):
     os.makedirs(output_dir, exist_ok=True)
 
-    fig, axes = plt.subplots(1, 3, figsize=(18, 5))
+    fig, axes = plt.subplots(3, 1, figsize=(6, 12))
 
     vmax = max(depth_pt.max(), depth_cl.max())
     im0 = axes[0].imshow(depth_pt, cmap="Spectral", vmin=0, vmax=vmax)