Kyle Pearson commited on
Commit ·
3d6e755
1
Parent(s): 02dc205
docs
Browse files
README.md
CHANGED
|
@@ -21,16 +21,32 @@ CoreML export of **[DAP (Depth Any Panoramas)](https://github.com/Insta360-Resea
|
|
| 21 |

|
| 22 |
|
| 23 |
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 32 |
|
| 33 |
## Validation
|
|
|
|
| 34 |
|
| 35 |
| Metric | Value |
|
| 36 |
|---|---|
|
|
|
|
| 21 |

|
| 22 |
|
| 23 |
|
| 24 |
+
### 📦 Download the Core ML Model Only
|
| 25 |
+
|
| 26 |
+
```bash
|
| 27 |
+
pip install huggingface-hub
|
| 28 |
+
|
| 29 |
+
huggingface-cli download --include DAPModel.mlpackage/ --local-dir . pearsonkyle/DepthAnyPanorama-coreml
|
| 30 |
+
```
|
| 31 |
+
|
| 32 |
+
### 🧰 Clone the Full Repository
|
| 33 |
+
|
| 34 |
+
This will include the inference and model conversion/validation scripts.
|
| 35 |
+
|
| 36 |
+
```bash
|
| 37 |
+
brew install git-xet
|
| 38 |
+
git xet install
|
| 39 |
+
```
|
| 40 |
+
|
| 41 |
+
Clone the model repository:
|
| 42 |
+
|
| 43 |
+
```
|
| 44 |
+
git clone git@hf.co:pearsonkyle/DepthAnyPanorama-coreml
|
| 45 |
+
```
|
| 46 |
+
|
| 47 |
|
| 48 |
## Validation
|
| 49 |
+
The CoreML export achieves near-perfect numerical fidelity to the original PyTorch implementation, with negligible differences in depth predictions and identical correlation. Changing the input resolution can somtimes lead to artifacts around the edges of the panorama.
|
| 50 |
|
| 51 |
| Metric | Value |
|
| 52 |
|---|---|
|