Hugging Face's logo

qualcomm
/
Movenet

Keypoint Detection
PyTorch
LiteRT
android
Model card Files Community
qaihm-bot commited on
Commit
dbe2453
·
verified ·
1 Parent(s): d3c7a69

v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (3) hide show
  1. .gitattributes +1 -0
  2. Movenet.dlc +3 -0
  3. README.md +31 -22
.gitattributes CHANGED
@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  Movenet.so filter=lfs diff=lfs merge=lfs -text
 
 
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  Movenet.so filter=lfs diff=lfs merge=lfs -text
37
+ Movenet.dlc filter=lfs diff=lfs merge=lfs -text
Movenet.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3b2d9413285dd9d8ad99e0c58e845eb59cd07f48c44dc625ef4a4c2c9c35151a
3
+ size 9508617
README.md CHANGED
@@ -34,26 +34,35 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | Movenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.553 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
38
- | Movenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 5.658 ms | 1 - 24 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
39
- | Movenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 18.54 ms | 13 - 35 MB | CPU | Use Export Script |
40
- | Movenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.849 ms | 1 - 4 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
41
- | Movenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.492 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
42
- | Movenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.553 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
43
- | Movenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.859 ms | 0 - 4 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
44
- | Movenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.588 ms | 0 - 16 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
45
- | Movenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.924 ms | 1 - 4 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
46
- | Movenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.492 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
47
- | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.883 ms | 1 - 4 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
48
- | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 41.989 ms | 13 - 15 MB | CPU | Use Export Script |
49
- | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 12.176 ms | 0 - 10 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
50
- | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.317 ms | 0 - 19 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
51
- | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 12.706 ms | 13 - 32 MB | CPU | Use Export Script |
52
- | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.361 ms | 8 - 31 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
53
- | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.863 ms | 7 - 21 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
54
- | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 7.226 ms | 18 - 32 MB | CPU | Use Export Script |
55
- | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.3 ms | 10 - 25 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
56
- | Movenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.859 ms | 17 - 17 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
 
 
 
 
 
 
 
 
 
57
 
58
 
59
 
@@ -117,8 +126,8 @@ Profiling Results
117
  Movenet
118
  Device : cs_8275 (ANDROID 14)
119
  Runtime : TFLITE
120
- Estimated inference time (ms) : 7.6
121
- Estimated peak memory usage (MB): [1, 11]
122
  Total # Ops : 152
123
  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (152 ops)
124
  ```
 
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Movenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.186 ms | 1 - 10 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
38
+ | Movenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.698 ms | 13 - 23 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
39
+ | Movenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.256 ms | 1 - 23 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
40
+ | Movenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 25.635 ms | 13 - 37 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
41
+ | Movenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.734 ms | 1 - 3 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
42
+ | Movenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 14.22 ms | 12 - 17 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
43
+ | Movenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.487 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
44
+ | Movenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 13.894 ms | 12 - 25 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
45
+ | Movenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.186 ms | 1 - 10 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
46
+ | Movenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.698 ms | 13 - 23 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
47
+ | Movenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.544 ms | 1 - 3 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
48
+ | Movenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 35.531 ms | 13 - 16 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
49
+ | Movenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.873 ms | 0 - 17 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
50
+ | Movenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.982 ms | 13 - 31 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
51
+ | Movenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.96 ms | 0 - 2 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
52
+ | Movenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.997 ms | 10 - 14 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
53
+ | Movenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.487 ms | 1 - 11 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
54
+ | Movenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 13.894 ms | 12 - 25 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
55
+ | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.134 ms | 0 - 2 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
56
+ | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 26.169 ms | 15 - 19 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
57
+ | Movenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.138 ms | 6 - 16 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
58
+ | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.41 ms | 0 - 18 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
59
+ | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.945 ms | 13 - 33 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
60
+ | Movenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.394 ms | 10 - 35 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
61
+ | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.86 ms | 0 - 14 MB | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
62
+ | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 8.196 ms | 18 - 34 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
63
+ | Movenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.902 ms | 16 - 31 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
64
+ | Movenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.053 ms | 4 - 4 MB | CPU | [Movenet.dlc](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.dlc) |
65
+ | Movenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.226 ms | 17 - 17 MB | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
66
 
67
 
68
 
 
126
  Movenet
127
  Device : cs_8275 (ANDROID 14)
128
  Runtime : TFLITE
129
+ Estimated inference time (ms) : 6.2
130
+ Estimated peak memory usage (MB): [1, 10]
131
  Total # Ops : 152
132
  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (152 ops)
133
  ```