Hugging Face's logo

qualcomm
/
CavaFace

Object Detection
PyTorch
real_time
bu_auto
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
376175f
·
verified ·
1 Parent(s): 84302b8

v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (3) hide show
  1. CavaFace_float.dlc +1 -1
  2. CavaFace_float.onnx.zip +1 -1
  3. README.md +30 -30
CavaFace_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ca058d84059c0870f29543632e2a505d806bbc8843d8c05e18ca59a609161949
3
  size 262765940
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9471e20413ea5eeb4422c539fe7705a28827df2207fed299723faa6b7101c3c5
3
  size 262765940
CavaFace_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:be3dc08f679f8423762221fe5859408f46f9fe33db6ad9a071c81ed73db864cc
3
  size 244248534
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b15c244fed1d61d51c1364d2f34000dbe8dc133c0ff6c05257f1097a9f5b5bd
3
  size 244248534
README.md CHANGED
@@ -36,36 +36,36 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.767 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
40
- | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 24.739 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
41
- | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.121 ms | 0 - 179 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
42
- | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.871 ms | 0 - 69 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
43
- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.401 ms | 0 - 414 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
44
- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.311 ms | 0 - 65 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
45
- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.637 ms | 0 - 12 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
46
- | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.086 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
47
- | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 30.228 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
48
- | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.767 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
49
- | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 24.739 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
50
- | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.34 ms | 0 - 479 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
51
- | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.315 ms | 0 - 55 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
52
- | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.217 ms | 0 - 75 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
53
- | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.973 ms | 0 - 62 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
54
- | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.349 ms | 0 - 420 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
55
- | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.318 ms | 0 - 73 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
56
- | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.086 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
57
- | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 30.228 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
58
- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.228 ms | 0 - 174 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
59
- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.206 ms | 0 - 67 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
60
- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.377 ms | 0 - 66 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
61
- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.668 ms | 0 - 79 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
62
- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.629 ms | 0 - 65 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
63
- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.792 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
64
- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.285 ms | 0 - 80 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
65
- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.254 ms | 0 - 64 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
66
- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.446 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
67
- | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.473 ms | 418 - 418 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
68
- | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.487 ms | 127 - 127 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
69
 
70
 
71
 
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.765 ms | 0 - 75 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
40
+ | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 24.773 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
41
+ | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.125 ms | 0 - 179 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
42
+ | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.807 ms | 0 - 70 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
43
+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.352 ms | 0 - 504 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
44
+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.258 ms | 0 - 53 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
45
+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.646 ms | 0 - 12 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
46
+ | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.047 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
47
+ | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 6.965 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
48
+ | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.765 ms | 0 - 75 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
49
+ | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 24.773 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
50
+ | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.346 ms | 0 - 673 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
51
+ | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.31 ms | 1 - 67 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
52
+ | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.203 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
53
+ | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.967 ms | 0 - 63 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
54
+ | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.342 ms | 0 - 637 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
55
+ | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.308 ms | 0 - 22 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
56
+ | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.047 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
57
+ | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.965 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
58
+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.244 ms | 0 - 175 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
59
+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.2 ms | 0 - 66 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
60
+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.355 ms | 0 - 65 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
61
+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.724 ms | 0 - 79 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
62
+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.625 ms | 0 - 64 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
63
+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.8 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
64
+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.293 ms | 0 - 79 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
65
+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.252 ms | 0 - 64 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
66
+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.441 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
67
+ | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.471 ms | 409 - 409 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
68
+ | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.506 ms | 127 - 127 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
69
 
70
 
71