Hugging Face's logo

qualcomm
/
Depth-Anything

Depth Estimation
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
efac8bb
·
verified ·
1 Parent(s): 1737664

v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (7) hide show
  1. Depth-Anything_float.dlc +2 -2
  2. Depth-Anything_float.onnx.zip +2 -2
  3. README.md +28 -31
  4. precompiled/qualcomm-snapdragon-x-elite/Depth-Anything_float.bin +0 -3
  5. precompiled/qualcomm-snapdragon-x-elite/Depth-Anything_float.onnx.zip +0 -3
  6. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  7. tool-versions.yaml +2 -2
Depth-Anything_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:142fe7a1f942117b39e74d99d3eb5c1df32df475bf28eb6e83c2860d1d3bd394
3
- size 99332156
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e77347214f19063091dd853ac761f237dc071670637caa3293ff21b29ecf54bb
3
+ size 99332188
Depth-Anything_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0c7e023bdaae286c1b9ba27dd35592e13dad57714ebb717caa0c4bf7cef3b4f0
3
- size 92072063
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ffdfe202a207243df36505165d34667a1a458570e2b7e06df167945275cf1573
3
+ size 92072220
README.md CHANGED
@@ -35,36 +35,33 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 196.294 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
39
- | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.294 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
40
- | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 104.508 ms | 0 - 184 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
41
- | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 139.038 ms | 0 - 218 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
42
- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 83.328 ms | 1 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
43
- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 73.667 ms | 3 - 64 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
44
- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 74.813 ms | 0 - 150 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
45
- | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 89.197 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
46
- | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 79.834 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
47
- | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 196.294 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
48
- | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.294 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
49
- | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 83.3 ms | 0 - 35 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
50
- | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 73.924 ms | 3 - 63 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
51
- | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 112.252 ms | 1 - 181 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
52
- | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 104.447 ms | 28 - 256 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
53
- | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 83.375 ms | 1 - 38 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
54
- | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 73.952 ms | 3 - 64 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
55
- | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 89.197 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
56
- | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 79.834 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
57
- | Depth-Anything | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 83.577 ms | 1 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
58
- | Depth-Anything | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 73.821 ms | 3 - 55 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
59
- | Depth-Anything | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 73.748 ms | 0 - 107 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
60
- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 61.924 ms | 0 - 177 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
61
- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 57.048 ms | 3 - 250 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
62
- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 57.689 ms | 79 - 377 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
63
- | Depth-Anything | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 54.364 ms | 1 - 176 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
64
- | Depth-Anything | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 48.483 ms | 3 - 275 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
65
- | Depth-Anything | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 49.322 ms | 4 - 337 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
66
- | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 72.358 ms | 88 - 88 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
67
- | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 73.001 ms | 62 - 62 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
68
 
69
 
70
 
@@ -146,7 +143,7 @@ from qai_hub_models.models.depth_anything import Model
146
  torch_model = Model.from_pretrained()
147
 
148
  # Device
149
- device = hub.Device("Samsung Galaxy S24")
150
 
151
  # Trace model
152
  input_shape = torch_model.get_input_spec()
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 196.689 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
39
+ | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.888 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
40
+ | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 102.599 ms | 1 - 184 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
41
+ | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 137.733 ms | 3 - 222 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
42
+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 83.236 ms | 1 - 35 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
43
+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 74.233 ms | 0 - 62 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
44
+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 76.599 ms | 4 - 37 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
45
+ | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 89.477 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
46
+ | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 80.11 ms | 3 - 244 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
47
+ | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 196.689 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
48
+ | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.888 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
49
+ | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 84.001 ms | 1 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
50
+ | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 73.685 ms | 0 - 62 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
51
+ | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 112.638 ms | 1 - 182 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
52
+ | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 104.831 ms | 0 - 229 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
53
+ | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 83.695 ms | 0 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
54
+ | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 72.958 ms | 0 - 62 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
55
+ | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 89.477 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
56
+ | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 80.11 ms | 3 - 244 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
57
+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 61.893 ms | 1 - 177 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
58
+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 57.207 ms | 3 - 246 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
59
+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 58.212 ms | 0 - 378 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
60
+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 47.38 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
61
+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 43.083 ms | 3 - 276 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
62
+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 45.02 ms | 0 - 382 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
63
+ | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 72.693 ms | 93 - 93 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
64
+ | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 75.095 ms | 62 - 62 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
 
 
 
65
 
66
 
67
 
 
143
  torch_model = Model.from_pretrained()
144
 
145
  # Device
146
+ device = hub.Device("Samsung Galaxy S25")
147
 
148
  # Trace model
149
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/Depth-Anything_float.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:501b6f4a46efc2cf698122862dd97c3eeab75c92649b67176ecffd33ea70ab2a
3
- size 64180224
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/Depth-Anything_float.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:93a9f164e60e581a7bd8f4dff3f52596949f482c989c6ccfb9b21747664f17cc
3
- size 49592602
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
- qairt: 2.36.4.250725200057_123280
4
- onnx_runtime: 1.22.0
 
1
  tool_versions:
2
  onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.22.2