Hugging Face's logo

qualcomm
/
RF-DETR

Object Detection
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
89eab14
·
verified ·
1 Parent(s): bc61a80

v0.40.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (3) hide show
  1. README.md +17 -17
  2. RF-DETR_float.onnx.zip +2 -2
  3. tool-versions.yaml +1 -1
README.md CHANGED
@@ -35,23 +35,23 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 227.451 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
39
- | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 157.358 ms | 6 - 494 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
40
- | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 105.48 ms | 6 - 34 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
41
- | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 78.796 ms | 32 - 66 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
42
- | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 114.24 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
43
- | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 227.451 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
44
- | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 108.01 ms | 6 - 33 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
45
- | RF-DETR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 166.263 ms | 6 - 491 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
46
- | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 107.402 ms | 6 - 33 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
47
- | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 114.24 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
48
- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 78.852 ms | 5 - 480 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
49
- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 60.369 ms | 28 - 269 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
50
- | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 63.37 ms | 5 - 486 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
51
- | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 50.141 ms | 29 - 476 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
52
- | RF-DETR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 58.336 ms | 5 - 494 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
53
- | RF-DETR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 43.254 ms | 27 - 473 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
54
- | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 79.977 ms | 69 - 69 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
55
 
56
 
57
 
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 257.274 ms | 6 - 491 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
39
+ | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 164.405 ms | 6 - 498 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
40
+ | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 124.871 ms | 6 - 29 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
41
+ | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 81.275 ms | 32 - 62 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
42
+ | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 132.366 ms | 6 - 493 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
43
+ | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 257.274 ms | 6 - 491 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
44
+ | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 125.83 ms | 8 - 37 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
45
+ | RF-DETR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 171.282 ms | 6 - 492 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
46
+ | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 136.747 ms | 6 - 30 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
47
+ | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 132.366 ms | 6 - 493 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
48
+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 91.821 ms | 5 - 483 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
49
+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 60.938 ms | 13 - 249 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
50
+ | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 76.287 ms | 6 - 492 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
51
+ | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 49.968 ms | 31 - 474 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
52
+ | RF-DETR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 57.73 ms | 6 - 494 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
53
+ | RF-DETR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 38.915 ms | 26 - 468 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
54
+ | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 80.317 ms | 69 - 69 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
55
 
56
 
57
 
RF-DETR_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:aead5e000ec6b25f24a84e78151f93271d6c36a783bc7e3cf7752c03bae29a97
3
- size 100209040
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ce922a765f5a992029bc79df6ce0b61adb6b52eed8473b02816c5db8483067d
3
+ size 100209014
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
- onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.23.0