Hugging Face's logo

qualcomm
/
Yolo-v7

Object Detection
PyTorch
real_time
android
Model card Files Community
qaihm-bot commited on
Commit
d80ffe9
·
verified ·
1 Parent(s): dc64f40

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +29 -28
README.md CHANGED
@@ -32,34 +32,35 @@ This model is an implementation of Yolo-v7 found [here](https://github.com/WongK
32
 
33
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
34
  |---|---|---|---|---|---|---|---|---|
35
- | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 17.62 ms | 1 - 44 MB | FP16 | NPU | -- |
36
- | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.89 ms | 2 - 46 MB | FP16 | NPU | -- |
37
- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 12.802 ms | 1 - 37 MB | FP16 | NPU | -- |
38
- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.063 ms | 5 - 23 MB | FP16 | NPU | -- |
39
- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 10.083 ms | 6 - 65 MB | FP16 | NPU | -- |
40
- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 10.755 ms | 0 - 33 MB | FP16 | NPU | -- |
41
- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 5.897 ms | 5 - 50 MB | FP16 | NPU | -- |
42
- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.454 ms | 5 - 51 MB | FP16 | NPU | -- |
43
- | Yolo-v7 | SA7255P ADP | SA7255P | TFLITE | 109.65 ms | 1 - 23 MB | FP16 | NPU | -- |
44
- | Yolo-v7 | SA7255P ADP | SA7255P | QNN | 98.564 ms | 0 - 8 MB | FP16 | NPU | -- |
45
- | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.508 ms | 1 - 15 MB | FP16 | NPU | -- |
46
- | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.719 ms | 5 - 8 MB | FP16 | NPU | -- |
47
- | Yolo-v7 | SA8295P ADP | SA8295P | TFLITE | 22.193 ms | 1 - 30 MB | FP16 | NPU | -- |
48
- | Yolo-v7 | SA8295P ADP | SA8295P | QNN | 13.676 ms | 0 - 15 MB | FP16 | NPU | -- |
49
- | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.609 ms | 1 - 14 MB | FP16 | NPU | -- |
50
- | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.692 ms | 5 - 7 MB | FP16 | NPU | -- |
51
- | Yolo-v7 | SA8775P ADP | SA8775P | TFLITE | 22.185 ms | 0 - 24 MB | FP16 | NPU | -- |
52
- | Yolo-v7 | SA8775P ADP | SA8775P | QNN | 13.053 ms | 1 - 10 MB | FP16 | NPU | -- |
53
- | Yolo-v7 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 109.65 ms | 1 - 23 MB | FP16 | NPU | -- |
54
- | Yolo-v7 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 98.564 ms | 0 - 8 MB | FP16 | NPU | -- |
55
- | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 17.515 ms | 0 - 13 MB | FP16 | NPU | -- |
56
- | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.697 ms | 5 - 7 MB | FP16 | NPU | -- |
57
- | Yolo-v7 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 22.185 ms | 0 - 24 MB | FP16 | NPU | -- |
58
- | Yolo-v7 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 13.053 ms | 1 - 10 MB | FP16 | NPU | -- |
59
- | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 20.436 ms | 1 - 38 MB | FP16 | NPU | -- |
60
- | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 10.483 ms | 5 - 36 MB | FP16 | NPU | -- |
61
- | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.44 ms | 5 - 5 MB | FP16 | NPU | -- |
62
- | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.944 ms | 9 - 9 MB | FP16 | NPU | -- |
 
63
 
64
 
65
 
 
32
 
33
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
34
  |---|---|---|---|---|---|---|---|---|
35
+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 17.699 ms | 1 - 15 MB | FP16 | NPU | -- |
36
+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.899 ms | 5 - 16 MB | FP16 | NPU | -- |
37
+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.998 ms | 2 - 43 MB | FP16 | NPU | -- |
38
+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 12.886 ms | 0 - 39 MB | FP16 | NPU | -- |
39
+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.774 ms | 5 - 25 MB | FP16 | NPU | -- |
40
+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 10.077 ms | 4 - 61 MB | FP16 | NPU | -- |
41
+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 10.706 ms | 1 - 31 MB | FP16 | NPU | -- |
42
+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.03 ms | 5 - 49 MB | FP16 | NPU | -- |
43
+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.109 ms | 7 - 53 MB | FP16 | NPU | -- |
44
+ | Yolo-v7 | SA7255P ADP | SA7255P | TFLITE | 109.709 ms | 1 - 24 MB | FP16 | NPU | -- |
45
+ | Yolo-v7 | SA7255P ADP | SA7255P | QNN | 98.032 ms | 0 - 10 MB | FP16 | NPU | -- |
46
+ | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.837 ms | 1 - 15 MB | FP16 | NPU | -- |
47
+ | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.907 ms | 5 - 7 MB | FP16 | NPU | -- |
48
+ | Yolo-v7 | SA8295P ADP | SA8295P | TFLITE | 22.345 ms | 1 - 30 MB | FP16 | NPU | -- |
49
+ | Yolo-v7 | SA8295P ADP | SA8295P | QNN | 11.756 ms | 0 - 18 MB | FP16 | NPU | -- |
50
+ | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.78 ms | 1 - 12 MB | FP16 | NPU | -- |
51
+ | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.8 ms | 6 - 8 MB | FP16 | NPU | -- |
52
+ | Yolo-v7 | SA8775P ADP | SA8775P | TFLITE | 22.152 ms | 0 - 23 MB | FP16 | NPU | -- |
53
+ | Yolo-v7 | SA8775P ADP | SA8775P | QNN | 12.76 ms | 0 - 10 MB | FP16 | NPU | -- |
54
+ | Yolo-v7 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 109.709 ms | 1 - 24 MB | FP16 | NPU | -- |
55
+ | Yolo-v7 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 98.032 ms | 0 - 10 MB | FP16 | NPU | -- |
56
+ | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 17.681 ms | 1 - 10 MB | FP16 | NPU | -- |
57
+ | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.724 ms | 5 - 8 MB | FP16 | NPU | -- |
58
+ | Yolo-v7 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 22.152 ms | 0 - 23 MB | FP16 | NPU | -- |
59
+ | Yolo-v7 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 12.76 ms | 0 - 10 MB | FP16 | NPU | -- |
60
+ | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 20.941 ms | 1 - 42 MB | FP16 | NPU | -- |
61
+ | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 10.764 ms | 5 - 32 MB | FP16 | NPU | -- |
62
+ | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.406 ms | 5 - 5 MB | FP16 | NPU | -- |
63
+ | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.818 ms | 9 - 9 MB | FP16 | NPU | -- |
64
 
65
 
66