Hugging Face's logo

qualcomm
/
Person-Foot-Detection-Quantized

Object Detection
PyTorch
TF Lite
ONNX
real_time
quantized
android
Model card Files Community
qaihm-bot commited on
Commit
87f3d96
·
verified ·
1 Parent(s): 5df3de6

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +32 -32
README.md CHANGED
@@ -38,48 +38,47 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.249 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
42
- | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.293 ms | 0 - 10 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.so](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.so) |
43
- | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.742 ms | 0 - 17 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
44
- | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.883 ms | 0 - 32 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
45
- | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.873 ms | 1 - 37 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.so](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.so) |
46
- | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.151 ms | 0 - 35 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
47
- | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.889 ms | 0 - 26 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
48
- | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.907 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
49
- | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.096 ms | 1 - 31 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
50
- | Person-Foot-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 5.519 ms | 1 - 27 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
51
- | Person-Foot-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 6.91 ms | 1 - 12 MB | INT8 | NPU | Use Export Script |
52
- | Person-Foot-Detection-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 25.756 ms | 1 - 4 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
53
- | Person-Foot-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.254 ms | 0 - 11 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
54
- | Person-Foot-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.249 ms | 1 - 4 MB | INT8 | NPU | Use Export Script |
55
- | Person-Foot-Detection-Quantized | SA7255P ADP | SA7255P | TFLITE | 19.701 ms | 1 - 23 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
56
- | Person-Foot-Detection-Quantized | SA7255P ADP | SA7255P | QNN | 19.733 ms | 1 - 11 MB | INT8 | NPU | Use Export Script |
57
- | Person-Foot-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.249 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
58
- | Person-Foot-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.301 ms | 1 - 3 MB | INT8 | NPU | Use Export Script |
59
- | Person-Foot-Detection-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.392 ms | 0 - 29 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
60
- | Person-Foot-Detection-Quantized | SA8295P ADP | SA8295P | QNN | 2.915 ms | 1 - 15 MB | INT8 | NPU | Use Export Script |
61
- | Person-Foot-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.252 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
62
- | Person-Foot-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.248 ms | 1 - 4 MB | INT8 | NPU | Use Export Script |
63
- | Person-Foot-Detection-Quantized | SA8775P ADP | SA8775P | TFLITE | 1.978 ms | 0 - 23 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
64
- | Person-Foot-Detection-Quantized | SA8775P ADP | SA8775P | QNN | 2.077 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
65
- | Person-Foot-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.537 ms | 0 - 29 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
66
- | Person-Foot-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.615 ms | 1 - 30 MB | INT8 | NPU | Use Export Script |
67
- | Person-Foot-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.411 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
68
- | Person-Foot-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.759 ms | 8 - 8 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
69
 
70
 
71
 
72
 
73
  ## Installation
74
 
75
- This model can be installed as a Python package via pip.
76
 
 
77
  ```bash
78
- pip install "qai-hub-models[foot_track_net_quantized]"
79
  ```
80
 
81
 
82
-
83
  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
84
 
85
  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
@@ -174,7 +173,8 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
174
 
175
 
176
  ## License
177
- * The license for the original implementation of Person-Foot-Detection-Quantized can be found [here](https://github.com/qcom-ai-hub/ai-hub-models-internal/blob/main/LICENSE).
 
178
  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
179
 
180
 
 
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.25 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
42
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.286 ms | 0 - 10 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.so](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.so) |
43
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.716 ms | 0 - 16 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
44
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.879 ms | 0 - 35 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
45
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.872 ms | 1 - 32 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.so](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.so) |
46
+ | Person-Foot-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.119 ms | 0 - 35 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
47
+ | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.876 ms | 0 - 32 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
48
+ | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.84 ms | 1 - 29 MB | INT8 | NPU | Use Export Script |
49
+ | Person-Foot-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.96 ms | 0 - 32 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
50
+ | Person-Foot-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 5.111 ms | 1 - 27 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
51
+ | Person-Foot-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 6.948 ms | 1 - 12 MB | INT8 | NPU | Use Export Script |
52
+ | Person-Foot-Detection-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 26.551 ms | 1 - 4 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
53
+ | Person-Foot-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.242 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
54
+ | Person-Foot-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.236 ms | 1 - 4 MB | INT8 | NPU | Use Export Script |
55
+ | Person-Foot-Detection-Quantized | SA7255P ADP | SA7255P | TFLITE | 19.585 ms | 1 - 23 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
56
+ | Person-Foot-Detection-Quantized | SA7255P ADP | SA7255P | QNN | 19.666 ms | 1 - 10 MB | INT8 | NPU | Use Export Script |
57
+ | Person-Foot-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.245 ms | 0 - 11 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
58
+ | Person-Foot-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.246 ms | 1 - 4 MB | INT8 | NPU | Use Export Script |
59
+ | Person-Foot-Detection-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.431 ms | 0 - 29 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
60
+ | Person-Foot-Detection-Quantized | SA8295P ADP | SA8295P | QNN | 2.558 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
61
+ | Person-Foot-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.25 ms | 0 - 12 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
62
+ | Person-Foot-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.246 ms | 1 - 4 MB | INT8 | NPU | Use Export Script |
63
+ | Person-Foot-Detection-Quantized | SA8775P ADP | SA8775P | TFLITE | 1.968 ms | 0 - 23 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
64
+ | Person-Foot-Detection-Quantized | SA8775P ADP | SA8775P | QNN | 2.103 ms | 1 - 11 MB | INT8 | NPU | Use Export Script |
65
+ | Person-Foot-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.532 ms | 0 - 30 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.tflite) |
66
+ | Person-Foot-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.529 ms | 1 - 28 MB | INT8 | NPU | Use Export Script |
67
+ | Person-Foot-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.4 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
68
+ | Person-Foot-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.762 ms | 8 - 8 MB | INT8 | NPU | [Person-Foot-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection-Quantized/blob/main/Person-Foot-Detection-Quantized.onnx) |
69
 
70
 
71
 
72
 
73
  ## Installation
74
 
 
75
 
76
+ Install the package via pip:
77
  ```bash
78
+ pip install "qai-hub-models[foot-track-net-quantized]"
79
  ```
80
 
81
 
 
82
  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
83
 
84
  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
 
173
 
174
 
175
  ## License
176
+ * The license for the original implementation of Person-Foot-Detection-Quantized can be found
177
+ [here](https://github.com/qcom-ai-hub/ai-hub-models-internal/blob/main/LICENSE).
178
  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
179
 
180