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OWL-ViT

Object Detection
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v0.62.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

Files changed (2) hide show
  1. README.md +67 -71
  2. release_assets.json +5 -5
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: object-detection
15
  OWL-ViT (Open-World Localization with Vision Transformers) is an open-vocabulary object detector that uses a CLIP-based ViT-B/32 backbone. Given an image and one or more free-form text queries, the model predicts bounding boxes and confidence scores for each query.
16
 
17
  This is based on the implementation of OWL-ViT found [here](https://github.com/google-research/scenic/tree/main/scenic/projects/owl_vit).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/owl_vit) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
@@ -28,24 +28,24 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[OWL-ViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/owl_vit)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/owl_vit) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [OWL-ViT on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/owl_vit) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -60,70 +60,66 @@ See our repository for [OWL-ViT on GitHub](https://github.com/qualcomm/ai-hub-mo
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | OWL-ViT | ONNX | w8a16 | Snapdragon® X2 Elite | 8.322 ms | 3 - 3 MB | NPU
64
- | OWL-ViT | ONNX | w8a16 | Snapdragon® X Elite | 21.246 ms | 174 - 174 MB | NPU
65
- | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 14.26 ms | 4 - 744 MB | NPU
66
- | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 35.229 ms | 4 - 762 MB | NPU
67
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 128.381 ms | 3 - 9 MB | NPU
68
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.264 ms | 1 - 8 MB | NPU
69
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.329 ms | 0 - 192 MB | NPU
70
- | OWL-ViT | ONNX | w8a16 | Qualcomm® QCS8450 | 35.229 ms | 4 - 762 MB | NPU
71
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 20.619 ms | 0 - 6 MB | NPU
72
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 21.246 ms | 174 - 174 MB | NPU
73
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 198.344 ms | 6 - 791 MB | NPU
74
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.762 ms | 6 - 583 MB | NPU
75
- | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.459 ms | 1 - 665 MB | NPU
76
- | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.459 ms | 1 - 665 MB | NPU
77
- | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.733 ms | 0 - 635 MB | NPU
78
- | OWL-ViT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.762 ms | 6 - 583 MB | NPU
79
- | OWL-ViT | QNN_DLC | float | Snapdragon® X2 Elite | 19.448 ms | 7 - 7 MB | NPU
80
- | OWL-ViT | QNN_DLC | float | Snapdragon® X Elite | 45.551 ms | 7 - 7 MB | NPU
81
- | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.388 ms | 7 - 664 MB | NPU
82
- | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 62.97 ms | 7 - 643 MB | NPU
83
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 54.253 ms | 7 - 16 MB | NPU
84
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 135.045 ms | 3 - 485 MB | NPU
85
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 45.535 ms | 7 - 10 MB | NPU
86
- | OWL-ViT | QNN_DLC | float | Qualcomm® SA8775P | 51.997 ms | 2 - 483 MB | NPU
87
- | OWL-ViT | QNN_DLC | float | Qualcomm® SA8650P | 51.997 ms | 2 - 483 MB | NPU
88
- | OWL-ViT | QNN_DLC | float | Qualcomm® SA8255P | 51.997 ms | 2 - 483 MB | NPU
89
- | OWL-ViT | QNN_DLC | float | Qualcomm® QCS8450 | 62.97 ms | 7 - 643 MB | NPU
90
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 52.66 ms | 7 - 15 MB | NPU
91
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 45.551 ms | 7 - 7 MB | NPU
92
- | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 27.135 ms | 0 - 471 MB | NPU
93
- | OWL-ViT | QNN_DLC | float | Qualcomm® SA7255P | 135.045 ms | 3 - 485 MB | NPU
94
- | OWL-ViT | QNN_DLC | float | Qualcomm® SA8295P | 60.462 ms | 0 - 462 MB | NPU
95
- | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 27.135 ms | 0 - 471 MB | NPU
96
- | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.246 ms | 7 - 487 MB | NPU
97
- | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 23.457 ms | 3 - 3 MB | NPU
98
- | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 86.563 ms | 3 - 3 MB | NPU
99
- | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.149 ms | 4 - 989 MB | NPU
100
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 94.251 ms | 1 - 7 MB | NPU
101
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 145.296 ms | 1 - 749 MB | NPU
102
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 98.204 ms | 4 - 5 MB | NPU
103
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 95.854 ms | 1 - 749 MB | NPU
104
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8650P | 95.854 ms | 1 - 749 MB | NPU
105
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8255P | 95.854 ms | 1 - 749 MB | NPU
106
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 93.666 ms | 3 - 8 MB | NPU
107
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 86.563 ms | 3 - 3 MB | NPU
108
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 69.654 ms | 3 - 740 MB | NPU
109
- | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA7255P | 145.296 ms | 1 - 749 MB | NPU
110
- | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 69.654 ms | 3 - 740 MB | NPU
111
- | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 21.867 ms | 3 - 771 MB | NPU
112
- | OWL-ViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 23.55 ms | 0 - 642 MB | NPU
113
- | OWL-ViT | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 48.493 ms | 0 - 634 MB | NPU
114
- | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 41.844 ms | 0 - 311 MB | NPU
115
- | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 116.255 ms | 0 - 485 MB | NPU
116
- | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.292 ms | 0 - 4 MB | NPU
117
- | OWL-ViT | TFLITE | float | Qualcomm® SA8775P | 39.311 ms | 0 - 471 MB | NPU
118
- | OWL-ViT | TFLITE | float | Qualcomm® SA8650P | 39.311 ms | 0 - 471 MB | NPU
119
- | OWL-ViT | TFLITE | float | Qualcomm® SA8255P | 39.311 ms | 0 - 471 MB | NPU
120
- | OWL-ViT | TFLITE | float | Qualcomm® QCS8450 | 48.493 ms | 0 - 634 MB | NPU
121
- | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 39.987 ms | 0 - 310 MB | NPU
122
- | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 17.785 ms | 0 - 474 MB | NPU
123
- | OWL-ViT | TFLITE | float | Qualcomm® SA7255P | 116.255 ms | 0 - 485 MB | NPU
124
- | OWL-ViT | TFLITE | float | Qualcomm® SA8295P | 48.014 ms | 0 - 460 MB | NPU
125
- | OWL-ViT | TFLITE | float | Snapdragon® 8 Elite Mobile | 17.785 ms | 0 - 474 MB | NPU
126
- | OWL-ViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.465 ms | 0 - 497 MB | NPU
127
 
128
  ## License
129
  * The license for the original implementation of OWL-ViT can be found
 
15
  OWL-ViT (Open-World Localization with Vision Transformers) is an open-vocabulary object detector that uses a CLIP-based ViT-B/32 backbone. Given an image and one or more free-form text queries, the model predicts bounding boxes and confidence scores for each query.
16
 
17
  This is based on the implementation of OWL-ViT found [here](https://github.com/google-research/scenic/tree/main/scenic/projects/owl_vit).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/owl_vit) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-qnn_dlc-w8a16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[OWL-ViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/owl_vit)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/owl_vit) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [OWL-ViT on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/owl_vit) for usage instructions.
49
 
50
  ## Model Details
51
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® X2 Elite | 8.296 ms | 3 - 3 MB | NPU
64
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® X Elite | 21.123 ms | 175 - 175 MB | NPU
65
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 14.343 ms | 4 - 743 MB | NPU
66
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 36.127 ms | 4 - 761 MB | NPU
67
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 128.224 ms | 3 - 9 MB | NPU
68
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.44 ms | 1 - 8 MB | NPU
69
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.459 ms | 0 - 192 MB | NPU
70
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® QCS8450 | 36.127 ms | 4 - 761 MB | NPU
71
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 21.068 ms | 0 - 6 MB | NPU
72
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 21.123 ms | 175 - 175 MB | NPU
73
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 231.005 ms | 2 - 784 MB | NPU
74
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.748 ms | 6 - 581 MB | NPU
75
+ | OWL-ViT | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.453 ms | 0 - 664 MB | NPU
76
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.453 ms | 0 - 664 MB | NPU
77
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.727 ms | 2 - 636 MB | NPU
78
+ | OWL-ViT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.748 ms | 6 - 581 MB | NPU
79
+ | OWL-ViT | QNN_DLC | float | Snapdragon® X2 Elite | 19.555 ms | 7 - 7 MB | NPU
80
+ | OWL-ViT | QNN_DLC | float | Snapdragon® X Elite | 45.652 ms | 7 - 7 MB | NPU
81
+ | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.349 ms | 6 - 662 MB | NPU
82
+ | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 62.768 ms | 7 - 644 MB | NPU
83
+ | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 54.136 ms | 7 - 16 MB | NPU
84
+ | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 45.604 ms | 7 - 9 MB | NPU
85
+ | OWL-ViT | QNN_DLC | float | Qualcomm® SA8775P | 52.042 ms | 2 - 483 MB | NPU
86
+ | OWL-ViT | QNN_DLC | float | Qualcomm® SA8650P | 52.042 ms | 2 - 483 MB | NPU
87
+ | OWL-ViT | QNN_DLC | float | Qualcomm® SA8255P | 52.042 ms | 2 - 483 MB | NPU
88
+ | OWL-ViT | QNN_DLC | float | Qualcomm® QCS8450 | 62.768 ms | 7 - 644 MB | NPU
89
+ | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 51.669 ms | 9 - 17 MB | NPU
90
+ | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 45.652 ms | 7 - 7 MB | NPU
91
+ | OWL-ViT | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 27.167 ms | 7 - 479 MB | NPU
92
+ | OWL-ViT | QNN_DLC | float | Qualcomm® SA7255P | 134.99 ms | 2 - 484 MB | NPU
93
+ | OWL-ViT | QNN_DLC | float | Qualcomm® SA8295P | 60.525 ms | 0 - 461 MB | NPU
94
+ | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 27.167 ms | 7 - 479 MB | NPU
95
+ | OWL-ViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.235 ms | 0 - 481 MB | NPU
96
+ | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 23.399 ms | 3 - 3 MB | NPU
97
+ | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 86.371 ms | 3 - 3 MB | NPU
98
+ | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.096 ms | 3 - 987 MB | NPU
99
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 94.846 ms | 3 - 9 MB | NPU
100
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 99.17 ms | 4 - 6 MB | NPU
101
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 95.803 ms | 0 - 747 MB | NPU
102
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8650P | 95.803 ms | 0 - 747 MB | NPU
103
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® SA8255P | 95.803 ms | 0 - 747 MB | NPU
104
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 93.714 ms | 3 - 8 MB | NPU
105
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 86.371 ms | 3 - 3 MB | NPU
106
+ | OWL-ViT | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 68.365 ms | 3 - 741 MB | NPU
107
+ | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 68.365 ms | 3 - 741 MB | NPU
108
+ | OWL-ViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 21.858 ms | 3 - 771 MB | NPU
109
+ | OWL-ViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 23.495 ms | 0 - 640 MB | NPU
110
+ | OWL-ViT | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 48.886 ms | 0 - 632 MB | NPU
111
+ | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 41.582 ms | 0 - 311 MB | NPU
112
+ | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.552 ms | 0 - 3 MB | NPU
113
+ | OWL-ViT | TFLITE | float | Qualcomm® SA8775P | 39.316 ms | 0 - 471 MB | NPU
114
+ | OWL-ViT | TFLITE | float | Qualcomm® SA8650P | 39.316 ms | 0 - 471 MB | NPU
115
+ | OWL-ViT | TFLITE | float | Qualcomm® SA8255P | 39.316 ms | 0 - 471 MB | NPU
116
+ | OWL-ViT | TFLITE | float | Qualcomm® QCS8450 | 48.886 ms | 0 - 632 MB | NPU
117
+ | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 39.593 ms | 0 - 310 MB | NPU
118
+ | OWL-ViT | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 17.672 ms | 0 - 473 MB | NPU
119
+ | OWL-ViT | TFLITE | float | Qualcomm® SA7255P | 116.226 ms | 0 - 484 MB | NPU
120
+ | OWL-ViT | TFLITE | float | Qualcomm® SA8295P | 47.986 ms | 0 - 461 MB | NPU
121
+ | OWL-ViT | TFLITE | float | Snapdragon® 8 Elite Mobile | 17.672 ms | 0 - 473 MB | NPU
122
+ | OWL-ViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.452 ms | 0 - 496 MB | NPU
 
 
 
 
123
 
124
  ## License
125
  * The license for the original implementation of OWL-ViT can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -7,13 +7,13 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-qnn_dlc-float.zip"
11
  },
12
  "tflite": {
13
  "tool_versions": {
14
  "qairt": "2.45.0.260326154327"
15
  },
16
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-tflite-float.zip"
17
  }
18
  }
19
  },
@@ -24,13 +24,13 @@
24
  "qairt": "2.45.0.260326154327",
25
  "onnx_runtime": "1.27.1"
26
  },
27
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-onnx-w8a16.zip"
28
  },
29
  "qnn_dlc": {
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327"
32
  },
33
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.61.0/owl_vit-qnn_dlc-w8a16.zip"
34
  }
35
  }
36
  }
 
1
  {
2
+ "version": "0.62.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-qnn_dlc-float.zip"
11
  },
12
  "tflite": {
13
  "tool_versions": {
14
  "qairt": "2.45.0.260326154327"
15
  },
16
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-tflite-float.zip"
17
  }
18
  }
19
  },
 
24
  "qairt": "2.45.0.260326154327",
25
  "onnx_runtime": "1.27.1"
26
  },
27
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-onnx-w8a16.zip"
28
  },
29
  "qnn_dlc": {
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327"
32
  },
33
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/owl_vit/releases/v0.62.0/owl_vit-qnn_dlc-w8a16.zip"
34
  }
35
  }
36
  }