Instructions to use a-ml/FaceDepth with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- DepthAnythingV2
How to use a-ml/FaceDepth with DepthAnythingV2:
# Install from https://github.com/DepthAnything/Depth-Anything-V2 # Load the model and infer depth from an image import cv2 import torch from huggingface_hub import hf_hub_download from depth_anything_v2.dpt import DepthAnythingV2 # instantiate the model model = DepthAnythingV2(encoder="<ENCODER>", features=<NUMBER_OF_FEATURES>, out_channels=<OUT_CHANNELS>) # load the weights filepath = hf_hub_download(repo_id="a-ml/FaceDepth", filename="depth_anything_v2_<ENCODER>.pth", repo_type="model") state_dict = torch.load(filepath, map_location="cpu") model.load_state_dict(state_dict) model.eval() raw_img = cv2.imread("your/image/path") depth = model.infer_image(raw_img) # HxW raw depth map in numpy - Notebooks
- Google Colab
- Kaggle
Add Core ML int8 (smallest, 320MB)
Browse files
coreml/FaceDepth_int8.mlpackage/Data/com.apple.CoreML/model.mlmodel
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d5b047506185696d892c8dc101431c12a0f1120f86e39e4f6f61736a9087483
|
| 3 |
+
size 345613
|
coreml/FaceDepth_int8.mlpackage/Data/com.apple.CoreML/weights/weight.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:721b9357865b16b3f230fe0692025963ffc6fe7205c432dddbf11488ebc589d7
|
| 3 |
+
size 334684352
|
coreml/FaceDepth_int8.mlpackage/Manifest.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"fileFormatVersion": "1.0.0",
|
| 3 |
+
"itemInfoEntries": {
|
| 4 |
+
"E08B9DD0-1045-43CD-9B6A-389E9B4E1B39": {
|
| 5 |
+
"author": "com.apple.CoreML",
|
| 6 |
+
"description": "CoreML Model Specification",
|
| 7 |
+
"name": "model.mlmodel",
|
| 8 |
+
"path": "com.apple.CoreML/model.mlmodel"
|
| 9 |
+
},
|
| 10 |
+
"F987A76E-44EB-4E6A-8FA5-FEE6F9A53899": {
|
| 11 |
+
"author": "com.apple.CoreML",
|
| 12 |
+
"description": "CoreML Model Weights",
|
| 13 |
+
"name": "weights",
|
| 14 |
+
"path": "com.apple.CoreML/weights"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"rootModelIdentifier": "E08B9DD0-1045-43CD-9B6A-389E9B4E1B39"
|
| 18 |
+
}
|