Hugging Face's logo

qualcomm
/
YOLOv8-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files Community
qaihm-bot commited on
Commit
1ea7a0d
·
verified ·
1 Parent(s): afc5aa8

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +17 -29
README.md CHANGED
@@ -33,35 +33,23 @@ This model is an implementation of YOLOv8-Segmentation found [here](https://gith
33
 
34
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 6.339 ms | 4 - 31 MB | FP16 | NPU | -- |
37
- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 6.374 ms | 5 - 7 MB | FP16 | NPU | -- |
38
- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.4 ms | 15 - 47 MB | FP16 | NPU | -- |
39
- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.641 ms | 4 - 62 MB | FP16 | NPU | -- |
40
- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.417 ms | 5 - 25 MB | FP16 | NPU | -- |
41
- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.023 ms | 17 - 82 MB | FP16 | NPU | -- |
42
- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.766 ms | 0 - 51 MB | FP16 | NPU | -- |
43
- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.392 ms | 5 - 60 MB | FP16 | NPU | -- |
44
- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.813 ms | 3 - 58 MB | FP16 | NPU | -- |
45
- | YOLOv8-Segmentation | SA7255P ADP | SA7255P | TFLITE | 93.022 ms | 4 - 49 MB | FP16 | NPU | -- |
46
- | YOLOv8-Segmentation | SA7255P ADP | SA7255P | QNN | 92.171 ms | 1 - 8 MB | FP16 | NPU | -- |
47
- | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 6.341 ms | 4 - 22 MB | FP16 | NPU | -- |
48
- | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.332 ms | 5 - 8 MB | FP16 | NPU | -- |
49
- | YOLOv8-Segmentation | SA8295P ADP | SA8295P | TFLITE | 11.343 ms | 4 - 37 MB | FP16 | NPU | -- |
50
- | YOLOv8-Segmentation | SA8295P ADP | SA8295P | QNN | 10.824 ms | 0 - 10 MB | FP16 | NPU | -- |
51
- | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 6.373 ms | 4 - 23 MB | FP16 | NPU | -- |
52
- | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.346 ms | 5 - 7 MB | FP16 | NPU | -- |
53
- | YOLOv8-Segmentation | SA8775P ADP | SA8775P | TFLITE | 9.949 ms | 4 - 49 MB | FP16 | NPU | -- |
54
- | YOLOv8-Segmentation | SA8775P ADP | SA8775P | QNN | 9.903 ms | 0 - 6 MB | FP16 | NPU | -- |
55
- | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 93.022 ms | 4 - 49 MB | FP16 | NPU | -- |
56
- | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 92.171 ms | 1 - 8 MB | FP16 | NPU | -- |
57
- | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 6.424 ms | 4 - 27 MB | FP16 | NPU | -- |
58
- | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.319 ms | 5 - 8 MB | FP16 | NPU | -- |
59
- | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 9.949 ms | 4 - 49 MB | FP16 | NPU | -- |
60
- | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 9.903 ms | 0 - 6 MB | FP16 | NPU | -- |
61
- | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 9.95 ms | 4 - 46 MB | FP16 | NPU | -- |
62
- | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.311 ms | 5 - 47 MB | FP16 | NPU | -- |
63
- | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.066 ms | 5 - 5 MB | FP16 | NPU | -- |
64
- | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.708 ms | 17 - 17 MB | FP16 | NPU | -- |
65
 
66
 
67
 
 
33
 
34
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.951 ms | 5 - 7 MB | FP16 | NPU | -- |
37
+ | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.858 ms | 14 - 39 MB | FP16 | NPU | -- |
38
+ | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.571 ms | 5 - 24 MB | FP16 | NPU | -- |
39
+ | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.469 ms | 7 - 68 MB | FP16 | NPU | -- |
40
+ | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.159 ms | 5 - 52 MB | FP16 | NPU | -- |
41
+ | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.665 ms | 15 - 64 MB | FP16 | NPU | -- |
42
+ | YOLOv8-Segmentation | SA7255P ADP | SA7255P | QNN | 90.376 ms | 1 - 10 MB | FP16 | NPU | -- |
43
+ | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.999 ms | 5 - 8 MB | FP16 | NPU | -- |
44
+ | YOLOv8-Segmentation | SA8295P ADP | SA8295P | QNN | 9.161 ms | 0 - 14 MB | FP16 | NPU | -- |
45
+ | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.947 ms | 5 - 7 MB | FP16 | NPU | -- |
46
+ | YOLOv8-Segmentation | SA8775P ADP | SA8775P | QNN | 8.042 ms | 0 - 10 MB | FP16 | NPU | -- |
47
+ | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 90.376 ms | 1 - 10 MB | FP16 | NPU | -- |
48
+ | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.967 ms | 5 - 7 MB | FP16 | NPU | -- |
49
+ | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.042 ms | 0 - 10 MB | FP16 | NPU | -- |
50
+ | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.35 ms | 5 - 38 MB | FP16 | NPU | -- |
51
+ | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.405 ms | 5 - 5 MB | FP16 | NPU | -- |
52
+ | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.902 ms | 17 - 17 MB | FP16 | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
53
 
54
 
55