Supported Models#
This page contains table of pre-trained models with information about model support on various inference backends and CPU/GPU devices.
Each model has link (under model name) to original documentation with download instructions.
Most models are from OpenVINO™ Open Model Zoo but some models are from other sources (see column Source Repo).
Abbreviations used in the table#
Abbreviation |
Description |
---|---|
openvino |
OpenVINO™ toolkit - as model file format (*.xml + *.bin) and inference backend in Intel® DL Streamer |
pytorch |
PyTorch* framework - as model file format and inference backend in Intel® DL Streamer |
tf |
TensorFlow* framework - as model file format and inference backend in Intel® DL Streamer |
onnx |
ONNX - Open Neural Network Exchange file format |
caffe |
Caffe* framework - as model file format |
dlstreamer |
Intel® DL Streamer |
Models Table#
# |
Category |
Model Name |
Source Repo |
Available Format(s) |
GFLOPs |
Intel® DL Streamer support |
Open VINO™ support |
Py Torch* support |
Tensor Flow* support |
labels-file |
model-proc |
OpenVINO™ Open Model Zoo demo app |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Action Recognition |
openvino |
openvino |
0.611 |
gst_openvino |
CPU, GPU |
action_recognition_demo |
|||||
2 |
Action Recognition |
openvino |
openvino |
0.676 |
gst_openvino |
CPU, GPU |
action_recognition_demo |
|||||
3 |
Action Recognition |
openvino |
openvino |
3.636 |
openvino |
CPU, GPU |
action_recognition_demo |
|||||
4 |
Classification |
public |
onnx, openvino |
0.15 |
openvino |
CPU, GPU |
interactive_face_detection_demo |
|||||
5 |
Classification |
public |
tf, openvino |
5.723 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
6 |
Classification |
public |
pytorch, openvino |
6.1368 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
7 |
Classification |
public |
tf, openvino |
0.819 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
8 |
Classification |
public |
pytorch, openvino |
0.819 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
9 |
Classification |
dlstreamer |
openvino |
openvino |
? |
|||||||
10 |
Classification |
public |
onnx |
openvino |
? |
|||||||
11 |
Classification |
public |
tf, openvino |
3.016 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
12 |
Classification |
public |
tf, openvino |
4.058 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
13 |
Classification |
public |
tf, openvino |
11.469 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
14 |
Classification |
public |
pytorch, openvino |
11.469 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
15 |
Classification |
public |
tf, openvino |
24.584 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
16 |
Classification |
public |
pytorch, openvino |
0.037 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
17 |
Classification |
public |
pytorch, openvino |
0.305 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
18 |
Classification |
public |
tf, openvino |
22.227 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
19 |
Classification |
public |
tf, openvino |
0.565 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
20 |
Classification |
public |
tf, openvino |
0.028 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
21 |
Classification |
public |
tf, openvino |
1.148 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
22 |
Classification |
public |
tf, openvino |
0.615 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
23 |
Classification |
public |
tf, openvino |
1.183 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
24 |
Classification |
public |
pytorch, openvino |
0.615 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
25 |
Classification |
public |
tf, openvino |
0.4450 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
26 |
Classification |
public |
tf, openvino |
0.1168 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
27 |
Classification |
public |
onnx |
openvino |
? |
|||||||
28 |
Classification |
public |
onnx, openvino |
24.8053 |
openvino |
CPU, GPU |
classification_demo |
|||||
29 |
Classification |
public |
onnx, openvino |
0.0014 |
openvino |
CPU |
gaze_estimation_demo |
|||||
30 |
Classification |
public |
pytorch, openvino |
6.3893 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
31 |
Classification |
public |
pytorch, openvino |
2.7286 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
32 |
Classification |
public |
pytorch, openvino |
23.6472 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
33 |
Classification |
public |
pytorch, openvino |
52.4407 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
34 |
Classification |
public |
pytorch, openvino |
10.8148 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
35 |
Classification |
public |
pytorch, openvino |
3.637 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
36 |
Classification |
public |
pytorch, openvino |
7.3409 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
37 |
Classification |
public |
pytorch, openvino |
8.216 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
38 |
Classification |
public |
tf, openvino |
8.2164 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
39 |
Classification |
dlstreamer |
openvino |
openvino |
? |
|||||||
40 |
Classification |
openvino |
openvino |
openvino |
CPU, GPU |
classification_demo |
||||||
41 |
Classification |
openvino |
openvino |
1.002 |
openvino |
CPU, GPU |
classification_demo |
|||||
42 |
Classification |
public |
pytorch, openvino |
0.8325 |
openvino |
CPU |
CPU |
classification_demo |
||||
43 |
Classification |
public |
pytorch, openvino |
0.2957 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
44 |
Classification |
public |
pytorch, openvino |
9.0280 |
openvino |
CPU, GPU |
CPU |
classification_demo |
||||
45 |
Detection |
public |
tf, openvino |
2.54 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
46 |
Detection |
public |
tf, openvino |
6.1 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
47 |
Detection |
openvino |
openvino |
0.785 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
48 |
Detection |
openvino |
openvino |
1.767 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
49 |
Detection |
openvino |
openvino |
2.405 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
50 |
Detection |
openvino |
openvino |
2.853 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
51 |
Detection |
openvino |
openvino |
339.597 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
52 |
Detection |
openvino |
openvino |
2.835 |
openvino |
CPU, GPU |
multi_channel_face_detection_demo |
|||||
53 |
Detection |
openvino |
openvino |
1.067 |
openvino |
CPU, GPU |
multi_channel_face_detection_demo |
|||||
54 |
Detection |
openvino |
openvino |
0.982 |
openvino |
CPU, GPU |
multi_channel_face_detection_demo |
|||||
55 |
Detection |
public |
tf, openvino |
30.687 |
openvino |
CPU |
CPU |
object_detection_demo |
||||
56 |
Detection |
public |
tf, openvino |
57.203 |
openvino |
CPU, GPU |
CPU |
object_detection_demo |
||||
57 |
Detection |
openvino |
openvino |
7.718 |
openvino |
CPU, GPU |
text_detection_demo |
|||||
58 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
59 |
Detection |
public |
tf, openvino |
65.984 |
openvino |
CPU |
CPU |
object_detection_demo |
||||
60 |
Detection |
openvino |
openvino |
3.974 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
61 |
Detection |
openvino |
openvino |
2.836 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
62 |
Detection |
openvino |
openvino |
0.786 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
63 |
Detection |
openvino |
openvino |
1.768 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
64 |
Detection |
openvino |
openvino |
3.143 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
65 |
Detection |
openvino |
openvino |
6.519 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
66 |
Detection |
openvino |
openvino |
0.986 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
67 |
Detection |
openvino |
openvino |
2.300 |
openvino |
CPU, GPU |
multi_camera_multi_target_tracking_demo |
|||||
68 |
Detection |
openvino |
openvino |
0.787 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
69 |
Detection |
openvino |
openvino |
1.770 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
70 |
Detection |
openvino |
openvino |
3.163 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
71 |
Detection |
openvino |
openvino |
6.550 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
72 |
Detection |
openvino |
openvino |
1.811 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
73 |
Detection |
openvino |
openvino |
3.964 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
74 |
Detection |
openvino |
openvino |
3.560 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
75 |
Detection |
openvino |
openvino |
65.984 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
76 |
Detection |
openvino |
openvino |
3.598 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
77 |
Detection |
public |
tf, openvino |
238.9469 |
openvino |
CPU |
CPU |
pedestrian_tracker_demo |
||||
78 |
Detection |
public |
tf, openvino |
53.462 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
79 |
Detection |
public |
tf, openvino |
2.494 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
80 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
81 |
Detection |
public |
tf, openvino |
123.309 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
82 |
Detection |
public |
tf, openvino |
1.525 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
83 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
84 |
Detection |
torchvision |
pytorch |
0.583 |
gva, gst_openvino, gst_pytorch, ffmpeg_openvino |
? |
CPU |
|||||
85 |
Detection |
openvino |
openvino |
0.786 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
86 |
Detection |
openvino |
openvino |
1.768 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
87 |
Detection |
openvino |
openvino |
3.143 |
openvino |
CPU, GPU |
object_detection_demo |
|||||
88 |
Detection |
openvino |
openvino |
2.798 |
openvino |
CPU, GPU |
pedestrian_tracker_demo |
|||||
89 |
Detection |
openvino |
openvino |
0.349 |
openvino |
CPU, GPU |
security_barrier_camera_demo |
|||||
90 |
Detection |
public |
tf, openvino |
0.271 |
openvino |
CPU, GPU |
CPU |
security_barrier_camera_demo |
||||
91 |
Detection |
public |
tf, openvino |
65.984 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
92 |
Detection |
public |
tf, openvino |
5.582 |
openvino |
CPU, GPU |
CPU |
pedestrian_tracker_demo |
||||
93 |
Detection |
public |
tf, openvino |
129.5567 |
openvino |
CPU, GPU |
CPU |
object_detection_demo |
||||
94 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
95 |
Detection |
public |
tf, openvino |
6.9289 |
openvino |
CPU, GPU |
CPU |
object_detection_demo |
||||
96 |
Detection |
public |
pytorch |
openvino |
? |
CPU |
||||||
97 |
Detection |
public |
pytorch |
openvino |
? |
CPU |
||||||
98 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
99 |
Detection |
dlstreamer |
openvino |
openvino |
? |
|||||||
100 |
Head Pose Estimation |
openvino |
openvino |
0.105 |
gst_openvino_cpp |
CPU, GPU |
interactive_face_detection_demo |
|||||
101 |
Human Pose Estimation |
openvino |
openvino |
15.435 |
openvino |
CPU, GPU |
human_pose_estimation_demo |
|||||
102 |
Human Pose Estimation |
public |
pytorch, openvino |
60.125 |
openvino |
CPU, GPU |
CPU |
single_human_pose_estimation_demo |
||||
103 |
Instance Segmentation |
openvino |
openvino |
4.8492 |
gst_openvino |
CPU |
background_subtraction_demo |
|||||
104 |
Instance Segmentation |
openvino |
openvino |
423.0842 |
gst_openvino |
CPU |
multi_camera_multi_target_tracking_demo |
|||||
105 |
Instance Segmentation |
openvino |
openvino |
828.6324 |
gst_openvino |
CPU |
multi_camera_multi_target_tracking_demo |
|||||
106 |
Instance Segmentation |
openvino |
openvino |
147.2352 |
gst_openvino |
CPU |
multi_camera_multi_target_tracking_demo |
|||||
107 |
Instance Segmentation |
openvino |
openvino |
13.9672 |
gst_openvino |
CPU |
multi_camera_multi_target_tracking_demo |
|||||
108 |
Instance Segmentation |
openvino |
openvino |
29.334 |
gst_openvino |
CPU |
multi_camera_multi_target_tracking_demo |
|||||
109 |
Object Attributes |
openvino |
openvino |
0.094 |
openvino |
CPU, GPU |
interactive_face_detection_demo |
|||||
110 |
Object Attributes |
openvino |
openvino |
0.126 |
openvino |
CPU, GPU |
interactive_face_detection_demo |
|||||
111 |
Object Attributes |
openvino |
openvino |
0.042 |
openvino |
CPU, GPU |
interactive_face_detection_demo |
|||||
112 |
Object Attributes |
openvino |
openvino |
0.6 |
openvino |
CPU, GPU |
gaze_estimation_demo |
|||||
113 |
Object Attributes |
openvino |
openvino |
0.021 |
openvino |
CPU, GPU |
face_recognition_demo |
|||||
114 |
Object Attributes |
openvino |
openvino |
0.174 |
openvino |
CPU, GPU |
crossroad_camera_demo |
|||||
115 |
Object Attributes |
openvino |
openvino |
2.167 |
openvino |
CPU, GPU |
crossroad_camera_demo |
|||||
116 |
Object Attributes |
openvino |
openvino |
1.034 |
openvino |
CPU, GPU |
crossroad_camera_demo |
|||||
117 |
Object Attributes |
openvino |
openvino |
0.126 |
openvino |
CPU, GPU |
security_barrier_camera_demo |
|||||
118 |
Object Attributes |
openvino |
openvino |
0.462 |
openvino |
CPU, GPU |
security_barrier_camera_demo |
|||||
119 |
Optical Character Recognition |
public |
tf, openvino |
0.347 |
openvino |
CPU |
CPU |
security_barrier_camera_demo |
||||
120 |
Optical Character Recognition |
dlstreamer |
openvino |
openvino |
? |
|||||||
121 |
Sound Classification |
public |
onnx, openvino |
1.42 |
openvino |
CPU |
sound_classification_demo |
|||||
122 |
~? |
openvino |
openvino |
? |
||||||||
123 |
~? |
openvino |
openvino |
? |
||||||||
124 |
~? |
openvino |
openvino |
? |
||||||||
125 |
~? |
openvino |
openvino |
? |
||||||||
126 |
~? |
openvino |
openvino |
? |
||||||||
127 |
~? |
openvino |
openvino |
? |
||||||||
128 |
~? |
openvino |
openvino |
? |
||||||||
129 |
~? |
openvino |
openvino |
? |
||||||||
130 |
~? |
openvino |
openvino |
? |
||||||||
131 |
~? |
openvino |
openvino |
? |
||||||||
132 |
~? |
openvino |
openvino |
? |
||||||||
133 |
~? |
openvino |
openvino |
? |
||||||||
134 |
~? |
openvino |
openvino |
? |
||||||||
135 |
~? |
openvino |
openvino |
? |
||||||||
136 |
~? |
openvino |
openvino |
? |
||||||||
137 |
~? |
openvino |
openvino |
? |
||||||||
138 |
~? |
openvino |
openvino |
? |
||||||||
139 |
~? |
openvino |
openvino |
? |
||||||||
140 |
~? |
openvino |
openvino |
? |
||||||||
141 |
~? |
openvino |
openvino |
? |
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