Hugging Face's logo

qualcomm
/
DETR-ResNet101-DC5

Object Detection
PyTorch
bu_auto
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
76a0099
·
verified ·
1 Parent(s): 9b66b0e

v0.44.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (5) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. DETR-ResNet101-DC5_float.dlc +1 -1
  3. DETR-ResNet101-DC5_float.onnx.zip +2 -2
  4. LICENSE +0 -1
  5. README.md +19 -19
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
3
- size 109629
 
 
 
 
DETR-ResNet101-DC5_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dd4950c1833e0aa8cf5fb1f8cb56517b102c6919497734c845aaea19ad3cc593
3
  size 243425316
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:025318cb2f9936af7bb2dd3071085ca66430cf2ae67d6a034875269063eb0d47
3
  size 243425316
DETR-ResNet101-DC5_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3f3a52cb1d08cbbc0d08b45c5c7ddb81e70b987ac319db6d16127211781d476f
3
- size 225191460
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6189fad4f07e8873837b2feb038a228140a15071a26f7940029e7608356da5f
3
+ size 225191617
LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/facebookresearch/detr/blob/main/LICENSE.
2
- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
1
  The license of the original trained model can be found at https://github.com/facebookresearch/detr/blob/main/LICENSE.
 
README.md CHANGED
@@ -2,6 +2,7 @@
2
  library_name: pytorch
3
  license: other
4
  tags:
 
5
  - android
6
  pipeline_tag: object-detection
7
 
@@ -34,24 +35,24 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | DETR-ResNet101-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 212.49 ms | 0 - 266 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
38
- | DETR-ResNet101-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 95.213 ms | 5 - 119 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
39
- | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 50.941 ms | 5 - 72 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
40
- | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 50.155 ms | 5 - 59 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
41
- | DETR-ResNet101-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 69.288 ms | 0 - 259 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
42
- | DETR-ResNet101-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 212.49 ms | 0 - 266 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
43
- | DETR-ResNet101-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 51.014 ms | 4 - 73 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
44
- | DETR-ResNet101-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 77.44 ms | 5 - 141 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
45
- | DETR-ResNet101-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 50.998 ms | 5 - 72 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
46
- | DETR-ResNet101-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 69.288 ms | 0 - 259 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
47
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 37.44 ms | 5 - 270 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
48
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 37.063 ms | 5 - 191 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
49
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 28.339 ms | 0 - 278 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
50
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 28.6 ms | 0 - 210 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
51
- | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 22.844 ms | 5 - 287 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
52
- | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 22.016 ms | 5 - 295 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
53
- | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 52.432 ms | 104 - 104 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
54
- | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 50.192 ms | 116 - 116 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
55
 
56
 
57
 
@@ -228,7 +229,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
228
  ## License
229
  * The license for the original implementation of DETR-ResNet101-DC5 can be found
230
  [here](https://github.com/facebookresearch/detr/blob/main/LICENSE).
231
- * 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)
232
 
233
 
234
 
 
2
  library_name: pytorch
3
  license: other
4
  tags:
5
+ - bu_auto
6
  - android
7
  pipeline_tag: object-detection
8
 
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | DETR-ResNet101-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 212.262 ms | 5 - 492 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
39
+ | DETR-ResNet101-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 96.46 ms | 5 - 460 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
40
+ | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 50.461 ms | 5 - 7 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
41
+ | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 49.348 ms | 0 - 126 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
42
+ | DETR-ResNet101-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 69.209 ms | 0 - 479 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
43
+ | DETR-ResNet101-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 212.262 ms | 5 - 492 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
44
+ | DETR-ResNet101-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 50.481 ms | 5 - 7 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
45
+ | DETR-ResNet101-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 77.479 ms | 0 - 330 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
46
+ | DETR-ResNet101-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 50.496 ms | 5 - 7 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
47
+ | DETR-ResNet101-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 69.209 ms | 0 - 479 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
48
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 36.685 ms | 5 - 666 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
49
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 36.01 ms | 5 - 546 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
50
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 27.856 ms | 5 - 504 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
51
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.752 ms | 2 - 406 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
52
+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 23.357 ms | 5 - 515 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
53
+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 21.769 ms | 3 - 496 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
54
+ | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 52.376 ms | 5 - 5 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
55
+ | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 50.154 ms | 116 - 116 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
56
 
57
 
58
 
 
229
  ## License
230
  * The license for the original implementation of DETR-ResNet101-DC5 can be found
231
  [here](https://github.com/facebookresearch/detr/blob/main/LICENSE).
 
232
 
233
 
234