supported_models.md

Supported Models

This page lists models supported by DL Streamer.

NOTE: DL Streamer relies on inference provided by the OpenVINO™ toolkit. Whether a particular model can be used on a given platform depends on its compatibility with OpenVINO™. See the OpenVINO™ documentation for details.

Supported Architectures

DL Streamer supports the following model architectures from GETI and major model hubs such as Ultralytics and Hugging Face.

The table provides links to model preparation instructions describing download and conversion steps that can be performed either manually or by using dedicated scripts.

Architecture	Model Preparation	Example Model	Demo App
--- Anomaly Detection:
Padim	GETI		GETI Deployment
STFPM	GETI		GETI Deployment
UFlow	GETI		GETI Deployment
--- Detection:
YOLOv5u	Ultralytics Exporter	yolov5nu.pt	Object Detection and Classification with YOLO
YOLOv8	Ultralytics Exporter	yolov8n.pt	Object Detection and Classification with YOLO
YOLOv9	Ultralytics Exporter	yolov9s.pt	Object Detection and Classification with YOLO
YOLOv10	Ultralytics Exporter	yolov10n.pt	Object Detection and Classification with YOLO
YOLO11	Ultralytics Exporter	yolo11n.pt	Object Detection and Classification with YOLO
YOLO26	Ultralytics Exporter	yolo26n.pt	Object Detection and Classification with YOLO
YOLOE-26	Ultralytics Exporter	yoloe-26n-seg.pt	Prompt-based Object Detection
RTDetrForObjectDetection	Optimum-onnx + OpenVINO ovc	PekingU/​rrtdetr_r50vd	Smart Network Video Recorder for Lane Hogging Detection
RtDetrV2ForObjectDetection	Optimum-onnx + OpenVINO ovc	PekingU/​rtdetr_v2_r18vd	Smart Network Video Recorder for Lane Hogging Detection
ATSS with ResNet or MobilenetV2	GETI
SSD with MobilenetV2	GETI
RT-DETR	GETI
YOLOX	GETI
D-Fine	GETI
CenterFace	download_public_models.sh	centerface.onnx	Custom Post-Processing Library Sample - Classification
YOLOv7	download_public_models.sh labels-file=coco_80cl.txt model-proc=yolo-v7.json	yolov7.pt	Object Detection and Classification with YOLO
--- Emotion Recognition:
HSEmotion	download_public_models.sh	enet_b0_8_va_mtl.onnx	Custom Post-Processing Library Sample - Classification
--- Feature Extraction:
Mars-small128	download_public_models.sh		Deep SORT Tracking
--- Image Classification:
ViTForImageClassification	Optimum-Intel	dima806/​fairface_age_image_detection	Face Detection and Classification
Mobilenet-V3	GETI
EfficientNet-B0	GETI
DeitTiny	GETI
--- Image Embeddings:
CLIPModel	CLIP ViT Conversion	openai/​clip-vit-large-patch14	Frame Embeddings
--- Instance Segmentation:
YOLOv8-seg	Ultralytics Exporter	yolov8n-seg.pt	Object Detection and Classification with YOLO
YOLO11-seg	Ultralytics Exporter	yolo11n-seg.pt	Object Detection and Classification with YOLO
YOLO26-seg	Ultralytics Exporter	yolo26n-seg.pt	Object Detection and Classification with YOLO
MaskRCNN with EfficientNet, ResNet50, or Swin Transformer	GETI
RTMDet	GETI
--- Optical Character Recognition:
Paddle OCRv4	download_public_models.sh	ch_PP-OCRv4_rec_infer	License Plate Recognition Sample
--- Oriented Detection:
YOLOv8-obb	Ultralytics Exporter	yolov8n-obb.pt	Object Detection and Classification with YOLO
YOLO11-obb	Ultralytics Exporter	yolo11n-obb.pt	Object Detection and Classification with YOLO
YOLO26-obb	Ultralytics Exporter	yolo26n-obb.pt	Object Detection and Classification with YOLO
--- Pose Estimation:
YOLOv8-pose	Ultralytics Exporter	yolov8n-pose.pt	Object Detection and Classification with YOLO
YOLO11-pose	Ultralytics Exporter	yolo11n-pose.pt	Object Detection and Classification with YOLO
YOLO26-pose	Ultralytics Exporter	yolo26n-pose.pt	Object Detection and Classification with YOLO
--- Semantic Segmentation:
Lite-HRNet	GETI
SegNext	GETI
DinoV2	GETI
--- Speech Recognition:
WhisperForConditionalGeneration	Optimum-Intel	openai/​whisper-tiny	Audio Transcription
--- VLM:
InternVLChatModel	Optimum-Intel	OpenGVLab/​InternVL2-1B	Gvagenai Demo
LlavaForConditionalGeneration	Optimum-Intel	llava-hf/​llava-1.5-7b-hf	Gvagenai Demo
LlavaQwen2ForCausalLM	Optimum-Intel	qnguyen3/​nanoLLaVA	Gvagenai Demo
BunnyQwenForCausalLM	Optimum-Intel	qnguyen3/​nanoLLaVA-1.5	Gvagenai Demo
LlavaNextForConditionalGeneration	Optimum-Intel	llava-hf/​llava-v1.6-mistral-7b-hf	Gvagenai Demo
LlavaNextVideoForConditionalGeneration	Optimum-Intel	llava-hf/​LLaVA-NeXT-Video-7B-hf	Gvagenai Demo
MiniCPMO	Optimum-Intel	openbmb/​MiniCPM-o-2_6	Gvagenai Demo
MiniCPMV	Optimum-Intel	openbmb/​MiniCPM-V-2_6	Gvagenai Demo
Phi3VForCausalLM	Optimum-Intel	microsoft/​Phi-3-vision-128k-instruct	Gvagenai Demo
Phi4MMForCausalLM	Optimum-Intel	microsoft/​Phi-4-multimodal-instruct	Gvagenai Demo
Qwen2VLForConditionalGeneration	Optimum-Intel	Qwen/​Qwen2-VL-2B-Instruct	Gvagenai Demo
Qwen2_5_VLForConditionalGeneration	Optimum-Intel	Qwen/​Qwen2.5-VL-3B-Instruct	Gvagenai Demo
Gemma3ForConditionalGeneration	Optimum-Intel	google/​gemma-3-4b-it	Gvagenai Demo

OMZ Models

The table below lists supported models from OpenVINO™ Open Model Zoo. These models can be downloaded using the download_omz_models.sh script:

Model Name	labels-file	model-proc	Demo App
--- Action Recognition:
action-recognition-0001	kinetics_400.txt		Action Recognition Demo
driver-action-recognition-adas-0002	driver_actions.txt		Action Recognition Demo
weld-porosity-detection-0001		weld-porosity-detection-0001.json	Action Recognition Demo
--- Classification:
anti-spoof-mn3		anti-spoof-mn3.json	Interactive Face Detection Demo
densenet-121-tf	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
dla-34	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
efficientnet-b0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
efficientnet-b0-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
efficientnet-v2-b0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
efficientnet-v2-s	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
emotion-ferplus-8		emotion-ferplus-8.json
googlenet-v1-tf	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
googlenet-v2-tf	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
googlenet-v3	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
googlenet-v3-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
googlenet-v4-tf	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
hbonet-0.25	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
hbonet-1.0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
inception-resnet-v2-tf	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
mixnet-l	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v1-0.25-128	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v1-1.0-224-tf	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v2-1.0-224	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v2-1.4-224	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v2-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v3-large-1.0-224-tf	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
mobilenet-v3-small-1.0-224-tf	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
mobilenetv2-7		mobilenetv2-7.json
nfnet-f0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
open-closed-eye-0001		open-closed-eye-0001.json	Gaze Estimation Demo
regnetx-3.2gf	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
repvgg-a0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
repvgg-b1	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
repvgg-b3	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
resnest-50-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
resnet-18-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
resnet-34-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
resnet-50-pytorch	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
resnet-50-tf	imagenet_2012_bkgr.txt	preproc-aspect-ratio.json	Classification Demo
resnet18-xnor-binary-onnx-0001		resnet18-xnor-binary-onnx-0001.json	Classification Demo
resnet50-binary-0001		resnet50-binary-0001.json	Classification Demo
rexnet-v1-x1.0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
shufflenet-v2-x1.0	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
swin-tiny-patch4-window7-224	imagenet_2012.txt	preproc-aspect-ratio.json	Classification Demo
--- Detection:
efficientdet-d0-tf	coco_91cl.txt		Object Detection Demo
efficientdet-d1-tf	coco_91cl.txt		Object Detection Demo
face-detection-0200		face-detection-0200.json	Object Detection Demo
face-detection-0202		face-detection-0202.json	Object Detection Demo
face-detection-0204		face-detection-0204.json	Object Detection Demo
face-detection-0205		face-detection-0205.json	Object Detection Demo
face-detection-0206		face-detection-0206.json	Object Detection Demo
face-detection-adas-0001		face-detection-adas-0001.json	Object Detection Demo
face-detection-retail-0004		face-detection-retail-0004.json	Object Detection Demo
face-detection-retail-0005		face-detection-retail-0005.json	Object Detection Demo
faster_rcnn_inception_resnet_v2_atrous_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
faster_rcnn_resnet50_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
horizontal-text-detection-0001		horizontal-text-detection-0001.json	Text Detection Demo
mobilenet-yolo-v4-syg		mobilenet-yolo-v4-syg.json	Object Detection Demo
pedestrian-and-vehicle-detector-adas-0001		pedestrian-and-vehicle-detector-adas-0001.json	Object Detection Demo
pedestrian-detection-adas-0002		pedestrian-detection-adas-0002.json	Object Detection Demo
person-detection-0200		person-detection-0200.json	Object Detection Demo
person-detection-0201		person-detection-0201.json	Object Detection Demo
person-detection-0202		person-detection-0202.json	Object Detection Demo
person-detection-0203		person-detection-0203.json	Object Detection Demo
person-detection-asl-0001		person-detection-0203.json	Object Detection Demo
person-detection-retail-0013		person-detection-retail-0013.json	Object Detection Demo
person-vehicle-bike-detection-2000		person-vehicle-bike-detection-2000.json	Object Detection Demo
person-vehicle-bike-detection-2001		person-vehicle-bike-detection-2001.json	Object Detection Demo
person-vehicle-bike-detection-2002		person-vehicle-bike-detection-2002.json	Object Detection Demo
person-vehicle-bike-detection-2003		person-vehicle-bike-detection-2003.json	Object Detection Demo
person-vehicle-bike-detection-2004		person-vehicle-bike-detection-2004.json	Object Detection Demo
person-vehicle-bike-detection-crossroad-0078		person-vehicle-bike-detection-crossroad-0078.json	Object Detection Demo
person-vehicle-bike-detection-crossroad-1016		person-vehicle-bike-detection-crossroad-1016.json	Object Detection Demo
person-vehicle-bike-detection-crossroad-yolov3-1020		person-vehicle-bike-detection-crossroad-yolov3-1020.json	Object Detection Demo
product-detection-0001		product-detection-0001.json	Object Detection Demo
retinaface-resnet50-pytorch			Object Detection Demo
retinanet-tf	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
rfcn-resnet101-coco-tf	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v1_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v2_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v1_fpn_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssdlite_mobilenet_v2	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
torchvision.models.detection.ssdlite320_mobilenet_v3_large	coco_80cl.txt
ultra-lightweight-face-detection-rfb-320		ultra-lightweight-face-detection-rfb-320.json	Object Detection Demo
ultra-lightweight-face-detection-slim-320		ultra-lightweight-face-detection-slim-320.json	Object Detection Demo
vehicle-detection-0200		vehicle-detection-0200.json	Object Detection Demo
vehicle-detection-0201		vehicle-detection-0201.json	Object Detection Demo
vehicle-detection-0202		vehicle-detection-0202.json	Object Detection Demo
vehicle-detection-adas-0002		vehicle-detection-adas-0002.json	Object Detection Demo
vehicle-license-plate-detection-barrier-0106		vehicle-license-plate-detection-barrier-0106.json	Security Barrier Camera Demo
vehicle-license-plate-detection-barrier-0123		vehicle-license-plate-detection-barrier-0123.json	Security Barrier Camera Demo
yolo-v3-tf	coco_80cl.txt	yolo-v3-tf.json	Object Detection Demo
yolo-v3-tiny-tf	coco_80cl.txt	yolo-v3-tiny-tf.json	Object Detection Demo
yolo-v4-tf	coco_80cl.txt	yolo-v4-tf.json	Object Detection Demo
yolo-v4-tiny-tf	coco_80cl.txt	yolo-v4-tiny-tf.json	Object Detection Demo
Head Pose Estimation:
head-pose-estimation-adas-0001			Gaze Estimation Demo
Human Pose Estimation:
human-pose-estimation-0001		human-pose-estimation-0001.json	Multi Channel Human Pose Estimation Demo
single-human-pose-estimation-0001		single-human-pose-estimation-0001.json	Single Human Pose Estimation Demo
Instance Segmentation:
product-detection-0001		product-detection-0001.json	Object Detection Demo
retinaface-resnet50-pytorch			Object Detection Demo
retinanet-tf	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
rfcn-resnet101-coco-tf	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v1_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v2_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssd_mobilenet_v1_fpn_coco	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ssdlite_mobilenet_v2	coco_91cl_bkgr.txt	preproc-image-info.json	Object Detection Demo
ultra-lightweight-face-detection-rfb-320		ultra-lightweight-face-detection-rfb-320.json	Object Detection Demo
ultra-lightweight-face-detection-slim-320		ultra-lightweight-face-detection-slim-320.json	Object Detection Demo
vehicle-detection-0200		vehicle-detection-0200.json	Object Detection Demo
vehicle-detection-0201		vehicle-detection-0201.json	Object Detection Demo
vehicle-detection-0202		vehicle-detection-0202.json	Object Detection Demo
vehicle-detection-adas-0002		vehicle-detection-adas-0002.json	Object Detection Demo
vehicle-license-plate-detection-barrier-0106		vehicle-license-plate-detection-barrier-0106.json	Security Barrier Camera Demo
vehicle-license-plate-detection-barrier-0123		vehicle-license-plate-detection-barrier-0123.json	Security Barrier Camera Demo
yolo-v3-tf	coco_80cl.txt	yolo-v3-tf.json	Object Detection Demo
yolo-v3-tiny-tf	coco_80cl.txt	yolo-v3-tiny-tf.json	Object Detection Demo
yolo-v4-tf	coco_80cl.txt	yolo-v4-tf.json	Object Detection Demo
yolo-v4-tiny-tf	coco_80cl.txt	yolo-v4-tiny-tf.json	Object Detection Demo
--- Head Pose Estimation:
head-pose-estimation-adas-0001			Gaze Estimation Demo
--- Human Pose Estimation:
human-pose-estimation-0001		human-pose-estimation-0001.json	Multi Channel Human Pose Estimation Demo
single-human-pose-estimation-0001		single-human-pose-estimation-0001.json	Single Human Pose Estimation Demo
--- Instance Segmentation:
instance-segmentation-person-0007			Background Subtraction Demo
instance-segmentation-security-0002	coco_80cl.txt		Background Subtraction Demo
instance-segmentation-security-0091	coco_80cl.txt		Background Subtraction Demo
instance-segmentation-security-0228	coco_80cl.txt		Background Subtraction Demo
instance-segmentation-security-1039	coco_80cl.txt		Background Subtraction Demo
instance-segmentation-security-1040	coco_80cl.txt		Background Subtraction Demo
mask_rcnn_inception_resnet_v2_atrous_coco		mask-rcnn.json	Mask RCNN Demo
mask_rcnn_resnet50_atrous_coco		mask-rcnn.json	Mask RCNN Demo
--- Object Attributes:
age-gender-recognition-retail-0013		age-gender-recognition-retail-0013.json	Interactive Face Detection Demo
emotions-recognition-retail-0003		emotions-recognition-retail-0003.json	Interactive Face Detection Demo
facial-landmarks-35-adas-0002		facial-landmarks-35-adas-0002.json	Gaze Estimation Demo
facial-landmarks-98-detection-0001		facial-landmarks-98-detection-0001.json	Gaze Estimation Demo
landmarks-regression-retail-0009		landmarks-regression-retail-0009.json	Face Recognition Demo
person-attributes-recognition-crossroad-0230		person-attributes-recognition-crossroad-0230.json	Crossroad Camera Demo
person-attributes-recognition-crossroad-0234		person-attributes-recognition-crossroad-0234.json	Crossroad Camera Demo
person-attributes-recognition-crossroad-0238		person-attributes-recognition-crossroad-0238.json	Crossroad Camera Demo
vehicle-attributes-recognition-barrier-0039		vehicle-attributes-recognition-barrier-0039.json	Security Barrier Camera Demo
vehicle-attributes-recognition-barrier-0042		vehicle-attributes-recognition-barrier-0042.json	Security Barrier Camera Demo
--- Optical Character Recognition:
license-plate-recognition-barrier-0007		license-plate-recognition-barrier-0007.json	Security Barrier Camera Demo
--- Sound Classification:
aclnet		aclnet.json	Sound Classification Demo

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