VastModelZOO

CV Models - 计算机视觉模型

图像分类

模型名称	模型来源	模型列表	模型类型	运行时
CSPNet	timm	cspresnet50 cspresnext50 cspdarknet53	Classification	Build_In
CSPNet	mmcls	cspresnet50 cspresnext50 cspdarknet53	Classification	Build_In
CSPNet	ppcls	cspdarknet53	Classification	Build_In
DenseNet	timm	densenet121 densenet161 densenet169 densenet201 densenetblur121d	Classification	Build_In
DenseNet	torchvision	densenet121 densenet161 densenet169 densenet201	Classification	Build_In
DenseNet	mmcls	densenet121 densenet161 densenet169 densenet201	Classification	Build_In
DenseNet	keras	densenet121 densenet169 densenet201	Classification	Build_In
DenseNet	ppcls	densenet121 densenet161 densenet169 densenet201 densenet264	Classification	Build_In
DLANet	timm	dla34 dla46_c dla46x_c dla60 dla60x dla60x_c dla102 dla102x dla102x2 dla169 dla60_res2net dla60_res2next	Classification	Build_In
DLANet	ppcls	dla34 dla46_c dla60 dla60x dla60x_c dla102 dla102x dla102x2 dla169	Classification	Build_In
DLANet	ucbdrive	dla34 dla46_c dla46x_c dla60 dla60x dla60x_c dla102 dla102x dla102x2 dla169	Classification	Build_In
EfficientNet	timm	efficientnet_b0 efficientnet_b1 efficientnet_b2 efficientnet_b3 efficientnet_b4 tf_efficientnet_b5 tf_efficientnet_b6 tf_efficientnet_b7 tf_efficientnet_b8	Classification	Build_In
EfficientNet_v2	timm	efficientnetv2_rw_t efficientnetv2_rw_s efficientnetv2_rw_m	Classification	Build_In
ESNet	ppcls	ESNet_x0_25 ESNet_x0_5 ESNet_x0_75 ESNet_x1_0	Classification	Build_In
GhostNet	timm	ghostnet_100	Classification	Build_In
GhostNet	ppcls	ghostnet_x0_5 ghostnet_x1_0 ghostnet_x1_3 ghostnet_x1_3_ssld	Classification	Build_In
HRNet	official	HRNet_w18_small_model_v1 HRNet_w18_small_model_v2 HRNet_w18 HRNet_w30 HRNet_w32 HRNet_w40 HRNet_w44 HRNet_w48 HRNet_w64	Classification	Build_In
HRNet	mmcls	HRNet_w18 HRNet_w30 HRNet_w32 HRNet_w40 HRNet_w44 HRNet_w48 HRNet_w64	Classification	Build_In
HRNet	timm	HRNet_w18_small_model_v1 HRNet_w18_small_model_v2 HRNet_w18 HRNet_w30 HRNet_w32 HRNet_w40 HRNet_w44 HRNet_w48 HRNet_w64	Classification	Build_In
HRNet	ppcls	HRNet_W18_C HRNet_W18_C_ssld HRNet_W30_C HRNet_W32_C HRNet_W40_C HRNet_W44_C HRNet_W48_C HRNet_W48_C_ssld HRNet_W64_C SE_HRNet_W64_C_ssld	Classification	Build_In
Inception_v3	timm	inception_v3 tf_inception_v3 adv_inception_v3 gluon_inception_v3	Classification	Build_In
Inception_v3	torchvision	inception_v3	Classification	Build_In
Inception_v3	ppcls	inception_v3	Classification	Build_In
Inception_v4	timm	inception v4	Classification	Build_In
Inception_v4	ppcls	inception v4	Classification	Build_In
IResNet	official	iresnet50 iresnet101 iresnet152 iresnet200	Classification	Build_In
MNasNet	torchvision	mnasnet0_5 mnasnet1_0	Classification	Build_In
MobileNet_v1	keras	mobilenetv1	Classification	Build_In
MobileNet_v1	ppcls	mobilenet_v1_x0.25 mobilenet_v1_x0.5 mobilenet_v1_x0.75 mobilenet_v1 mobilenet_v1_ssld	Classification	Build_In
MobileNet_v2	torchvision	mobilenetv2	Classification	Build_In
MobileNet_v2	timm	mobilenetv2	Classification	Build_In
MobileNet_v2	mmcls	mobilenetv2	Classification	Build_In
MobileNet_v2	keras	mobilenetv2	Classification	Build_In
MobileNet_v2	ppcls	mobilenet_v2_x0.25 mobilenet_v2_x0.5 mobilenet_v2_x0.75 mobilenet_v2 mobilenet_v2_x1.5 mobilenet_v2_x2.0 mobilenet_v2_ssld	Classification	Build_In
MobileNet_v3	torchvision	mobilenet_v3_small mobilenet_v3_large	Classification	Build_In
MobileNet_v3	timm	mobilenet_v3_x1.0 mobilenet_v3_small_x0.5 mobilenet_v3_small_x0.75 mobilenet_v3_small_x1.0 mobilenet_v3_large_x1.0	Classification	Build_In
MobileNet_v3	ppcls	mobilenet_v3_small_x0.35 mobilenet_v3_small_x0.35_ssld mobilenet_v3_small_x0.5 mobilenet_v3_small_x0.75 mobilenet_v3_small_x1.0 mobilenet_v3_small_x1.0_ssld mobilenet_v3_small_x1.25 mobilenet_v3_large_x0.35 mobilenet_v3_large_x0.5 mobilenet_v3_large_x0.75 mobilenet_v3_large_x1.0 mobilenet_v3_large_x1.0_ssld mobilenet_v3_large_x1.25	Classification	Build_In
MobileNet_v3	showlo	mobilenet_v3_small	Classification	Build_In
MobileNet_v3	sqlai	mobilenet_v3_small mobilenet_v3_large	Classification	Build_In
MobileOne	official	mobileone_s0 mobileone_s1 mobileone_s2 mobileone_s3 mobileone_s4	Classification	Build_In
MobileViT	apple	mobilevit-s	Classification	Build_In
PPLCNet	ppcls	PPLCNet_x0_25 PPLCNet_x0_35 PPLCNet_x0_5 PPLCNet_x0_75 PPLCNet_x1_0 PPLCNet_x1_5 PPLCNet_x2_0 PPLCNet_x2_5 PPLCNet_x0_5_ssld PPLCNet_x1_0_ssld PPLCNet_x2_5_ssld	Classification	Build_In
PPLCNet_v2	ppcls	PPLCNetV2_base PPLCNetV2_base_ssld	Classification	Build_In
RepOPT	official	RepOpt-VGG-B1 RepOpt-VGG-B2 RepOpt-VGG-L1 RepOpt-VGG-L2	Classification	Build_In
RepVGG	official	RepVGG-A0 RepVGG-A1 RepVGG-A2 RepVGG-B0 RepVGG-B1 RepVGG-B2 RepVGG-B1g2 RepVGG-B1g4 RepVGG-B2g4 RepVGG-B3 RepVGG-B3g4	Classification	Build_In
Res2Net	ppcls	res2net50_14w_8s res2net50_26w_4s res2net50_vd_26w_4s res2net50_vd_26w_4s_ssld res2net101_vd_26w_4s res2net101_vd_26w_4s_ssld res2net200_vd_26w_4s res2net200_vd_26w_4s_ssld	Classification	Build_In
ResNeSt	official	resnest50 resnest101 resnest200 resnest269	Classification	Build_In
ResNet	timm	resnet18 resnet26 resnet34 resnet50 resnet101 resnet152 gluon_resnet18_v1b gluon_resnet34_v1b gluon_resnet50_v1b gluon_resnet50_v1c gluon_resnet50_v1d gluon_resnet50_v1s gluon_resnet101_v1b gluon_resnet101_v1c gluon_resnet101_v1d gluon_resnet101_v1s gluon_resnet152_v1b gluon_resnet152_v1c gluon_resnet152_v1d gluon_resnet152_v1s	Classification	Build_In
ResNet	torchvision	resnet18 resnet34 resnet50 resnet101 resnet152	Classification	Build_In
ResNet	mmcls	resnet18 resnet34 resnet50 resnet101 resnet152	Classification	Build_In
ResNet	ppcls	resnet18 resnet18_vd resnet34 resnet34_vd resnet34_vd_ssld resnet50 resnet50_vc resnet50_vd resnet50_vd_ssld resnet101 resnet101_vd resnet101_vd_ssld resnet152 resnet152_vd resnet200_vd	Classification	Build_In
ResNet	keras	resnet50 resnet50v2 resnet101 resnet101v2 resnet152 resnet152v2	Classification	Build_In
ResNet	oneflow	resnet18 resnet34 resnet50 resnet101 resnet152	Classification	Build_In
ResNeXt	timm	resnext50_32x4d resnext50d_32x4d resnext101_32x8d resnext101_64x4d tv_resnext50_32x4d	Classification	Build_In
ResNeXt	torchvision	resnext50_32x4d resnext101_32x8d	Classification	Build_In
ResNeXt	mmcls	resnext50_32x4d resnext101_32x4d resnext101_32x8d resnext152_32x4d	Classification	Build_In
ResNeXt	ppcls	resnext50_32x4d resnext50_64x4d resnext50_vd_32x4d resnext50_vd_64x4d resnext101_32x4d resnext101_64x4d resnext101_vd_32x4d resnext101_vd_64x4d resnext152_32x4d resnext152_64x4d resnext152_vd_32x4d resnext152_vd_64x4d resnext101_32x8d_wsl resnext101_32x16d_wsl resnext101_32x32d_wsl	Classification	Build_In
SENet	timm	seresnet50 seresnet152d seresnext26d_32x4d seresnext26t_32x4d seresnext50_32x4d seresnext101_32x8d seresnext101d_32x8d legacy_seresnet18 legacy_seresnet34 legacy_seresnet50 legacy_senet154 legacy_seresnext26_32x4d legacy_seresnext50_32x4d legacy_seresnext101_32x4d legacy_seresnet101 legacy_seresnet152	Classification	Build_In
ShuffleNet_v1	mmcls	shufflenet_v1	Classification	Build_In
ShuffleNet_v1	megvii	Group3_0.5x Group3_1.0x Group3_1.5x Group3_2.0x Group8_0.5x Group8_1.0x Group8_1.5x Group8_2.0x	Classification	Build_In
ShuffleNet_v2	torchvision	shufflenet_v2_x0_5 shufflenet_v2_x1_0	Classification	Build_In
ShuffleNet_v2	mmcls	shufflenet_v2_x1_0	Classification	Build_In
ShuffleNet_v2	ppcls	shufflenet_v2_x0_25 shufflenet_v2_x0_33 shufflenet_v2_x0_5 shufflenet_v2_x1_0 shufflenet_v2_x1_5 shufflenet_v2_x2_0 shufflenet_v2_swish	Classification	Build_In
ShuffleNet_v2	megvii	shufflenet_v2_x0.5 shufflenet_v2_x1.0 shufflenet_v2_x1.5 shufflenet_v2_x2.0	Classification	Build_In
Swin	microsoft	swin-b	Classification	Build_In
VGG	timm	vgg11 vgg11_bn vgg13 vgg13_bn vgg16 vgg16_bn vgg19 vgg19_bn	Classification	Build_In
VGG	torchvision	vgg11 vgg11_bn vgg13 vgg13_bn vgg16 vgg16_bn vgg19 vgg19_bn	Classification	Build_In
VGG	mmcls	vgg11 vgg11_bn vgg13 vgg13_bn vgg16 vgg16_bn vgg19 vgg19_bn	Classification	Build_In
VGG	ppcls	vgg11 vgg13 vgg16 vgg19	Classification	Build_In
ViT	huggingface	vit-base-patch16-224	Classification	Build_In
VOVNet	timm	ese_vovnet19b_dw ese_vovnet39b	Classification	Build_In
Wide ResNet	timm	wide_resnet50_2 wide_resnet101_2	Classification	Build_In
Wide ResNet	torchvision	wide_resnet50_2 wide_resnet101_2	Classification	Build_In
Xception	ppcls	xception41 xception41_deeplab xception65 xception65_deeplab xception71	Classification	Build_In
Yolov11-cls	ultralytics	yolov11n-cls yolov11s-cls yolov11m-cls yolov11l-cls yolov11x-cls	Classification	Build_In

目标检测

模型名称	模型来源	模型列表	模型类型	运行时
CenterNet	official	centernet_res18	Object Detection	Build_In
DETR	facebook	detr_res50	Object Detection	Build_In
FastestDet	official	fastestdet	Object Detection	Build_In
Grounding-DINO	official	groundingdino_swint_ogc groundingdino_swinb_cogcoor	Object Detection	Build_In
NanoDet	official	nanodet_m nanodet_plus_m nanodet_plus_m_1.5x	Object Detection	Build_In
RetinaNet	pytorch	retinanet_resnet50	Object Detection	Build_In
RetinaNet	mlcommons	retinanet_resnext50_32x4d_fpn	Object Detection	Build_In
RetinaNet	mmdet	retinanet_r18_fpn_1x_coco retinanet_r18_fpn_1x8_1x_coco retinanet_r50_fpn_1x_coco retinanet_r50_fpn_2x_coco retinanet_r50_fpn_fp16_1x_coco retinanet_r50_caffe_fpn_1x_coco retinanet_r101_fpn_1x_coco retinanet_r101_fpn_2x_coco retinanet_r101_caffe_fpn_1x_coco retinanet_x101_32x4d_fpn_1x_coco retinanet_x101_32x4d_fpn_2x_coco retinanet_x101_64x4d_fpn_1x_coco retinanet_x101_64x4d_fpn_2x_coco retinanet_r50_fpn_mstrain_3x_coco retinanet_r101_caffe_fpn_mstrain_3x_coco retinanet_r101_fpn_mstrain_3x_coco retinanet_x101_64x4d_fpn_mstrain_3x_coco	Object Detection	Build_In
RT-DETR	official	rtdetr_r18vd	Object Detection	Build_In
YOLO-World	official	yolo_world_v2_l	Object Detection	Build_In
YOLOF	mmdetection	yolof	Object Detection	Build_In
YoloFastV2	official	yolofastv2	Object Detection	Build_In
YOLOR	official	yolor_d6 yolor_e6 yolor_w6 yolor_p6	Object Detection	Build_In
Yolov3	ultralytics	yolov3 yolov3-spp yolov3-tiny	Object Detection	Build_In
Yolov4	darknet	yolov4 yolov4_tiny yolov4_csp yolov4_csp_swish yolov4_csp_x_swish yolov4x_mish	Object Detection	Build_In
Yolov4	bubbliiiing	yolov4 yolov4_tiny	Object Detection	Build_In
Yolov4	tianxiaomo	yolov4	Object Detection	Build_In
Yolov5	ultralytics	yolov5n yolov5s yolov5m yolov5l yolov5x yolov5n6 yolov5s6 yolov5m6 yolov5l6 yolov5x6	Object Detection	Build_In
Yolov5	mmyolo	yolov5n yolov5s yolov5m yolov5l yolov5n6 yolov5s6 yolov5m6 yolov5l6	Object Detection	Build_In
yolov6	meituan	YOLOv6-n YOLOv6-tiny YOLOv6-s	Object Detection	Build_In
yolov7	wongkinyiu	YOLOv7 YOLOv7x YOLOv7-w6 YOLOv7-e6 YOLOv7-d6 YOLOv7-e6e	Object Detection	Build_In
yolov8	ultralytics	YOLOv8n YOLOv8s YOLOv8m YOLOv8b YOLOv8l YOLOv8x	Object Detection	Build_In
yolov10	thu-mig	YOLOv10-N YOLOv10-S YOLOv10-M YOLOv10-B YOLOv10-L YOLOv10-X	Object Detection	Build_In
Yolov11	ultralytics	yolo11n yolo11s yolo11m yolo11l yolo11x	Object Detection	Build_In
Yolov11_obb	ultralytics	yolo11n-obb yolo11s-obb yolo11m-obb yolo11l-obb yolo11x-obb	Object Detection	Build_In
Yolov12	sunsmarterjie	yolov12n yolov12s yolov12m yolov12l yolov12x	Object Detection	Build_In
Yolov12_obb	ultralytics	yolov12n-obb yolov12s-obb yolov12m-obb yolov12l-obb yolov12x-obb	Object Detection	Build_In
Yolox	megvii	yolox_s yolox_m yolox_l yolox_x yolox_darknet yolox_tiny yolox_nano	Object Detection	Build_In
Yolox	mmyolo	yolox_s yolox_tiny	Object Detection	Build_In

3D目标检测

模型名称	模型来源	模型列表	模型类型	运行时
CenterPoint	openpcdet	custom_centerpoint official_centerpoint	Detection3D	Build_In
PointPillars	openpcdet	PointPillars	Detection3D	Build_In

图像分割

模型名称	模型来源	模型列表	模型类型	运行时
BiSeNet	pytorch	bisenetv1 bisenetv2	Segmentation	Build_In
BiSeNet	pytorch	bisenet bisenet_2class	Face Segmentation	Build_In
Deeplab_v3	pytorch	deeplabv3_resnet50 deeplabv3_resnet101	Segmentation	Build_In
Deeplab_v3_plus	pytorch	deeplabv3plus_resnet50 deeplabv3plus_resnet101	Segmentation	Build_In
FCN	pytorch	fcn8s fcn16s fcn32s	Segmentation	Build_In
FCN	mmseg	fcn_r50_d8_20k fcn_r50_d8_40k fcn_r101_d8_20k fcn_r101_d8_40k	Segmentation	Build_In
HRNet_Seg	pytorch	HRNetV2-W48 HRNetV2-W18-Small-v1 HRNetV2-W18-Small-v2	Segmentation	Build_In
Human_Seg	pytorch	unet_resnet18 deeplabv3plus_resnet18	Human Segmentation	Build_In
Mask2Former	official	maskformer2_R50	Instance Segmentation	Build_In
MODNet	official	modnet	Matting	Build_In
ParseNet	pytorch	parsenet	Face Segmentation	Build_In
R2U_Net	pytorch	r2u_net	Segmentation	Build_In
RefineNet	pytorch	refinenet_resnet101 refinenet_lw_resnet50 refinenet_lw_resnet101 refinenet_lw_resnet152 refinenet_lw_mobilenetv2	Segmentation	Build_In
STDC	official	stdc1	Segmentation	Build_In
Unet	bubbliiiing	unet_vgg16 unet_resnet50	Segmentation	Build_In
Unet	milesial	unet_scale0.5 unet_scale1.0	Segmentation	Build_In
Unet	keras	unet	Segmentation	Build_In
Unet3P	pytorch	unet3p unet3p_deepsupervision	Segmentation	Build_In
UnetPP	pytorch	unetpp	Segmentation	Build_In
Yolov8-seg	ultralytics	yolov8n-seg yolov8s-seg yolov8m-seg yolov8l-seg yolov8x-seg	Instance Segmentation	Build_In
Yolov11-seg	ultralytics	yolov11n-seg yolov11s-seg yolov11m-seg yolov11l-seg yolov11x-seg	Instance Segmentation	Build_In

人脸对齐

模型名称	模型来源	模型列表	模型类型	运行时
HIH	pytorch	hih_wflw_s hih_wflw_b	Face Alignment	Build_In
HRNet_Face_Alignment	pytorch	HR18_300W HR18_AFLW HR18_COFW HR18_WFLW	Face Alignment	Build_In
PFLD	pytorch	pfld	Face Alignment	Build_In
PIPNet	official	pip_resnet18 pip_resnet101 pipnet_mobilenet_v2 pipnet_mobilenet_v3	Face Alignment	Build_In

人脸检测

模型名称	模型来源	模型列表	模型类型	运行时
CenterFace	onnx	centerface centerface_bnmerged	Face Detection	Build_In
RetinaFace	pytorch	retinaface-resnet50 retinaface-mobilenet0.25	Face Detection	Build_In
SCRFD	insightface	scrfd_500m scrfd_500m_bnkps scrfd_1g scrfd_2.5g scrfd_2.5g_bnkps scrfd_10g scrfd_10g_bnkps scrfd_34g	Face Detection	Build_In
YOLO5Face	pytorch	yolov5n0.5_face yolov5n_face yolov5s_face yolov5m_face yolov5l_face	Face Detection	Build_In

人脸质量评估

模型名称	模型来源	模型列表	模型类型	运行时
SDD-FIQA	sdd_fiqa	sdd_fiqa	Face Quality	Build_In

人脸识别

模型名称	模型来源	模型列表	模型类型	运行时
FaceNet	tensorflow	facenet_vggface2 facenet_casia_webface	Face Recognize	Build_In
FaceNet	pytorch	facenet_vggface2 facenet_casia_webface	Face Recognize	Build_In

人脸属性分析

模型名称	模型来源	模型列表	模型类型	运行时
FairFace	official	fairface_res34	Face Attribute	Build_In

图像着色

模型名称	模型来源	模型列表	模型类型	运行时
GPEN	official	gpen	Image Colorization	Build_In

图像压缩

模型名称	模型来源	模型列表	模型类型	运行时
Elic	official	elic	Image Compress	Build_In
Mlicpp	official	mlicpp	Image Compress	Build_In

图像检索

模型名称	模型来源	模型列表	模型类型	运行时
DINOv2	official	dinov2_vitl14_reg4	Image Retrieval	Build_In

低光照图像增强

模型名称	模型来源	模型列表	模型类型	运行时
PairLIE	official	pairlie	Low Light Image Enhancement	Build_In
USUIR	official	uieb ruie	Low Light Image Enhancement	Build_In

多目标跟踪

模型名称	模型来源	模型列表	模型类型	运行时
ByteTrack	official	ByteTrack_ablation bytetrack_x_mot17 bytetrack_l_mot17 bytetrack_m_mot17 bytetrack_s_mot17 bytetrack_nano_mot17 bytetrack_tiny_mot17 bytetrack_x_mot20	Multi-Object Tracking	Build_In
DeepSort	pytorch	fast reid	Multi-Object Tracking	Build_In
FairMOT	official	fairmot_yolov5s	Multi-Object Tracking	Build_In
JDE	pytorch	jde_1088x608_uncertainty jde_864x480_uncertainty jde_576x320_uncertainty	Multi-Object Tracking	Build_In
OCSORT	pytorch	ocsort_mot17_ablation ocsort_x_mot17 ocsort_x_mot20 ocsort_dance_model	Multi-Object Tracking	Build_In

姿态估计

模型名称	模型来源	模型列表	模型类型	运行时
OpenPose	pytorch	body model hand model	Pose	Build_In
HRNet_Pose	mmpose	hrnet_pose	Pose	Build_In
Yolov8_Pose	ultralytics	yolov8n_pose yolov8s_pose yolov8m_pose yolov8l_pose yolov8x_pose yolov8x_pose_p6	Pose	Build_In
Yolov11_pose	ultralytics	yolo11n-pose yolo11s-pose yolo11m-pose yolo11l-pose yolo11x-pose	Pose	Build_In
Yolov12_pose	ultralytics	yolov12n-pose yolov12s-pose yolov12m-pose yolov12l-pose yolov12x-pose	Pose	Build_In

重识别

模型名称	模型来源	模型列表	模型类型	运行时
Fast_Reid	official	market_bot_R50 market_bot_S50 market_bot_R50_ibn market_bot_R101_ibn	ReID	Build_In

显著目标检测

模型名称	模型来源	模型列表	模型类型	运行时
BASNet	official	basnet	Salient Object Detection	Build_In
BASNet	salod	basnet	Salient Object Detection	Build_In
DHSNet	salod	dhsnet	Salient Object Detection	Build_In
EGNet	salod	egnet	Salient Object Detection	Build_In
F3Net	official	f3net	Salient Object Detection	Build_In
GCPANet	salod	gcpanet	Salient Object Detection	Build_In
ISNet	official	isnet	Salient Object Detection	Build_In
SCRN	salod	scrn	Salient Object Detection	Build_In
U2Net	official	u2net u2net_human_seg u2netp	Salient Object Detection	Build_In

超分辨率

模型名称	模型来源	模型列表	模型类型	运行时
Bicubic_PlusPlus	official	bicubic_plusplus_2x bicubic_plusplus_3x	Super Resolution	Build_In
BSRGAN	official	bsrnet_x4 bsrgan_x4 bsrgan_x2	Super Resolution	Build_In
ECBSR	official	ecbsr_plain_2x	Super Resolution	Build_In
ECBSR	basicsr	ecbsr_rgb_2x	Super Resolution	Build_In
EDSR	basicsr	edsr_1x edsr_m2x	Super Resolution	Build_In
EDSR	official	edsr_x2 edsr_baseline_x2 edsr_baseline_x4	Super Resolution	Build_In
ESRGAN	official	esrgan_x4	Super Resolution	Build_In
FSRNet*	pytorch	fsrnet	Super Resolution	Build_In
GPEN	official	gpen	Super Resolution	Build_In
LESRCNN	official	lesrcnn_x2 lesrcnn_x4	Super Resolution	Build_In
MSRN	official	msrn	Super Resolution	Build_In
NCNet	official	ncnet	Super Resolution	Build_In
PFSRNet	official	pfsrnet	Face Super Resolution	Build_In
RCAN	official	rcan rcan2	Super Resolution	Build_In
RCAN	basicsr	rcan	Super Resolution	Build_In
Real_ESRGAN	official	real_esrgan_x4plus real_esrgan_x2plus real_esrnet_x4plus real_esrgan_x4plus_anime_6b	Super Resolution	Build_In
RealSR	official	DF2K DF2K-JPEG DPED	Super Resolution	Build_In
SPARNet	official	sparnet_light_attn3d	Super Resolution	Build_In
VDSR	pytorch	vdsr	Super Resolution	Build_In

文本检测

模型名称	模型来源	模型列表	模型类型	运行时
CT	ppocr	det_r18_vd_ct	Text Detection	Build_In
DBNet	ppocr	dbnet_mobilenet_v3 dbnet_resnet50_vd ch_PP_OCRv3_det ch_PP_OCRv4_det en_PP_OCRv3_det	Text Detection	Build_In
DBNet	official	dbnet_resnet18 dbnet_resnet50	Text Detection	Build_In
DBNet	mmocr	dbnet_resnet18_fpnc_1200e_icdar2015 dbnet_resnet18_fpnc_1200e_totaltext dbnet_resnet18_fpnc_100k_synthtext dbnet_resnet50_1200e_icdar2015 dbnet_resnet50_oclip_1200e_icdar2015	Text Detection	Build_In
EAST	ppocr	det_r50_vd_east det_mv3_east	Text Detection	Build_In
FAST	pytorch	fast_base_ic17mlt_640 fast_small_ic17mlt_640 fast_tiny_ic17mlt_640 fast_tiny_tt_448_finetune_ic17mlt fast_tiny_tt_512_finetune_ic17mlt fast_tiny_tt_640_finetune_ic17mlt fast_small_tt_512_finetune_ic17mlt fast_small_tt_640_finetune_ic17mlt fast_base_tt_512_finetune_ic17mlt fast_base_tt_640_finetune_ic17mlt fast_base_tt_800_finetune_ic17mlt fast_tiny_ctw_512_finetune_ic17mlt fast_small_ctw_512_finetune_ic17mlt fast_base_ctw_512_finetune_ic17mlt fast_base_ctw_640_finetune_ic17mlt fast_tiny_ic15_736_finetune_ic17mlt fast_small_ic15_736_finetune_ic17mlt fast_base_ic15_736_finetune_ic17mlt fast_base_ic15_896_finetune_ic17mlt fast_base_ic15_1280_finetune_ic17mlt fast_tiny_msra_512_finetune_ic17mlt fast_tiny_msra_736_finetune_ic17mlt fast_small_msra_736_finetune_ic17mlt fast_base_msra_736_finetune_ic17mlt	Text Detection	Build_In
FCENet	mmocr	fcenet_resnet50_fpn_1500e_icdar2015 fcenet_resnet50_oclip_fpn_1500e_icdar2015 fcenet_resnet50_fpn_1500e_totaltext fcenet_resnet50_oclip_fpn_1500e_ctw1500	Text Detection	Build_In
PAN	pan_pp.pytorch	pan_r18_ctw pan_r18_ctw_finetune pan_r18_ic15 pan_r18_ic15_finetune pan_r18_tt pan_r18_tt_finetune pan_r18_msra pan_r18_msra_finetune	Text Detection	Build_In
PAN++ detection only	pan_pp.pytorch	panpp_r18_ic15_det	Text Detection	Build_In
PSENet	pytorch	psenet_r50_ic15_736 psenet_r50_ic15_1024 psenet_r50_ic15_736_finetune psenet_r50_ic15_1024_finetune psenet_r50_ctw psenet_r50_ctw_finetune psenet_r50_tt psenet_r50_tt_finetune	Text Detection	Build_In
Text Snake	mmocr	textsnake_resnet50_fpn textsnake_resnet50_oclip_fpn	Text Detection	Build_In

文本识别

模型名称	模型来源	模型列表	模型类型	运行时
CNN_CTC	pytorch	resnet_fc	Text Recognition	Build_In
CRNN	ppocr	resnet34_vd	Text Recognition	Build_In
PPOCR_V4_REC	ppocr	ppocr_v4_rec	Text Recognition	Build_In

NLP Models - 自然语言处理模型

信息提取

模型名称	模型来源	模型列表	模型类型	运行时
uie	uie_pytorch	uie-base	Information Extraction	Build_In

命名实体识别

模型名称	模型来源	模型列表	模型类型	运行时
BERT	huggingface	bert_base_zh_ner-256	Named Entity Recognition	Build_In
RoBERTa	huggingface	roberta_wwm_ext_base_zh-256 roberta_wwm_ext_base_zh	Named Entity Recognition	Build_In
ERNIE	huggingface	ernie1.0_base_zh ernie2.0_base_en ernie2.0_large_en ernie3.0_base_zh ernie3.0_medium_zh ernie3.0_xbase_zh	Named Entity Recognition	Build_In
XLMRoBERTa	huggingface	xlmroberta_base_zh_ner	Named Entity Recognition	Build_In

问答系统

模型名称	模型来源	模型列表	模型类型	运行时
BERT	tensorflow	bert_base_en_qa-384 bert_large_en_qa-384	Question Answering	Build_In
BERT	huggingface	bert_base_en_qa-384 bert_large_en_qa-384	Question Answering	Build_In
ERNIE	huggingface	ernie1.0_base_zh ernie2.0_base_en ernie2.0_large_en ernie3.0_base_zh ernie3.0_medium_zh ernie3.0_xbase_zh	Question Answering	Build_In

句子分类

模型名称	模型来源	模型列表	模型类型	运行时
BERT	tensorflow	bert_base_mrpc_cls-128 bert_large_mrpc_cls-128	Sentence Classification	Build_In
BERT	huggingface	bert_base_mrpc_cls-128 bert_base_mrpc_cls-512 bert_large_mrpc_cls-128 bert_large_mrpc_cls-512 bert_base_imdb_cls-128 bert_base_sst2_cls-128	Sentence Classification	Build_In
BERT	modelscope	nlp_structbert_sentiment-classification_chinese-base	Sentence Classification	Build_In
Electra	CIB	electra_small-512	Sentence Classification	Build_In
Electra	huggingface	electra_small_dc_mrpc-128 electra_small_gen_mrpc-128 electra_base_dc_mrpc-128 electra_base_gen_mrpc-128 electra_large_dc_mrpc-128	Sentence Classification	Build_In
ERNIE	huggingface	ernie1.0_base_zh ernie2.0_base_en ernie2.0_large_en ernie3.0_base_zh ernie3.0_medium_zh ernie3.0_xbase_zh	Sentence Classification	Build_In
RoBERTa	huggingface	roberta_base_en_cls-128	Sentence Classification	Build_In
XLMRoBERTa	huggingface	xlmroberta_base_en_cls	Sentence Classification	Build_In

文本嵌入

模型名称	模型来源	模型列表	模型类型	运行时
acge	huggingface	acge_text_embedding	Embedding Model	Build_In
bge	huggingface	bge-m3 bge-small-en-v1.5 bge-base-en-v1.5 bge-large-en-v1.5	Embedding Model	Build_In
bce	huggingface	bce-embedding-base_v1	Embedding Model	Build_In
e5	huggingface	multilingual-e5-small multilingual-e5-base multilingual-e5-large multilingual-e5-large-instruct	Embedding Model	Build_In
gte	huggingface	gte-small gte-base gte-large	Embedding Model	Build_In
m3e	huggingface	m3e-small m3e-base m3e-large	Embedding Model	Build_In
text2vec	huggingface	text2vec-base-chinese text2vec-base-multilingual text2vec-large-chinese	Embedding Model	Build_In
Qwen3-Embedding	huggingface	Qwen3-Embedding-0.6B	Embedding Model	Build_In
bge	huggingface	bge-m3 bge-small-en-v1.5 bge-base-en-v1.5 bge-large-en-v1.5	Embedding Model	vLLM
Qwen3-Embedding	huggingface	Qwen3-Embedding-0.6B Qwen3-Embedding-4B Qwen3-Embedding-8B	Embedding Model	vLLM

重排序

模型名称	模型来源	模型列表	模型类型	运行时
bge	huggingface	bge-reranker-base bge-reranker-large bge-reranker-v2-m3	Reranker Model	Build_In
bce	huggingface	bce-reranker-base_v1	Reranker Model	Build_In
Qwen3-Reranker	huggingface	Qwen3-Reranker-0.6B	Reranker Model	Build_In
bge	huggingface	bge-reranker-base bge-reranker-large bge-reranker-v2-m3	Reranker Model	vLLM
Qwen3-Reranker	huggingface	Qwen3-Reranker-0.6B Qwen3-Reranker-4B Qwen3-Reranker-8B	Reranker Model	vLLM

LLM Models - 大语言模型

通用大语言模型

模型名称	模型来源	模型列表	模型类型	运行时
Aquila2	huggingface	Aquila2-7B Aquila2-34B	Large Language Model	Build_In
BaiChuan2	huggingface	Baichuan2-7B-Base Baichuan2-7B-Chat Baichuan2-13B-Base Baichuan2-13B-Chat	Large Language Model	Build_In
ChatGLM2	huggingface	chatglm2-6b	Large Language Model	Build_In
ChatGLM3	huggingface	chatglm3-6b-base chatglm3-6b	Large Language Model	Build_In
ChatGLM4	huggingface	glm-4-9b-hf glm-4-9b-chat-hf	Large Language Model	Build_In
DeepSeek-R1-Distill	huggingface	DeepSeek-R1-Distill-Qwen-1.5B DeepSeek-R1-Distill-Qwen-7B DeepSeek-R1-Distill-Qwen-14B DeepSeek-R1-Distill-Qwen-32B DeepSeek-R1-Distill-Llama-8B DeepSeek-R1-Distill-Llama-70B	Large Language Model	Build_In
Falcon	huggingface	falcon-7b-instruct	Large Language Model	Build_In
Gemma	huggingface	gemma-2b gemma-2b-it gemma-7b gemma-7b-it	Large Language Model	Build_In
Gemma-1.1	huggingface	gemma-1.1-2b-it gemma-1.1-7b-it	Large Language Model	Build_In
Internlm2	huggingface	internlm2-1_8b internlm2-chat-1_8b internlm2-7b internlm2-chat-7b internlm2-20b internlm2-chat-20b	Large Language Model	Build_In
Internlm2_5	huggingface	internlm2_5-1_8b internlm2_5-1_8b-chat internlm2_5-7b internlm2_5-7b-chat internlm2_5-20b internlm2_5-20b-chat	Large Language Model	Build_In
Internlm3	huggingface	internlm3-8b-instruct	Large Language Model	Build_In
LLaMA	huggingface	LLaMA-33B-HF	Large Language Model	Build_In
LLaMA-2	huggingface	Llama-2-7b-hf Llama-2-7b-chat-hf Llama-2-13b-hf Llama-2-13b-chat-hf Llama-2-70b-hf Llama-2-70b-chat-hf	Large Language Model	Build_In
LLaMA-3	huggingface	Meta-Llama-3-8B Meta-Llama-3-8B-Instruct Meta-Llama-3-70B Meta-Llama-3-70B-Instruct	Large Language Model	Build_In
LLaMA-3.1	huggingface	Meta-Llama-3.1-8B Meta-Llama-3.1-8B-Instruct Meta-Llama-3.1-70B Meta-Llama-3.1-70B-Instruct	Large Language Model	Build_In
LLaMA-3.2	huggingface	Llama-3.2-1B Llama-3.2-1B-Instruct Llama-3.2-3B Llama-3.2-3B-Instruct	Large Language Model	Build_In
LLaMA-3.3	huggingface	Llama-3.3-70B-Instruct	Large Language Model	Build_In
Mistral	huggingface	Mistral-7B-Instruct-v0.2 Ministral-8B-Instruct-2410-HF	Large Language Model	Build_In
Mobillama	huggingface	MobiLlama-05B MobiLlama-05B-Chat MobiLlama-1B MobiLlama-1B-Chat	Large Language Model	Build_In
OpenBuddy	huggingface	openbuddy-mistral2-7b-v20.3-32k openbuddy-qwen1.5-14b-v21.1-32k openbuddy-deepseek-67b-v18.1-4k	Large Language Model	Build_In
Phi-3	huggingface	Phi-3-mini-4k-instruct	Large Language Model	Build_In
Qwen1.5	huggingface	Qwen1.5-0.5B Qwen1.5-0.5B-Chat Qwen1.5-1.8B Qwen1.5-1.8B-Chat Qwen1.5-4B Qwen1.5-4B-Chat Qwen1.5-7B Qwen1.5-7B-Chat Qwen1.5-14B Qwen1.5-14B-Chat Qwen1.5-32B Qwen1.5-32B-Chat Qwen1.5-72B Qwen1.5-72B-Chat Qwen1.5-110B-Chat	Large Language Model	Build_In
Qwen2	huggingface	Qwen2-0.5B Qwen2-0.5B-Instruct Qwen2-1.5B Qwen2-1.5B-Instruct Qwen2-7B Qwen2-7B-Instruct Qwen2-72B Qwen2-72B-Instruct	Large Language Model	Build_In
Qwen2.5	huggingface	Qwen2.5-0.5B Qwen2.5-0.5B-Instruct Qwen2.5-1.5B Qwen2.5-1.5B-Instruct Qwen2.5-3B Qwen2.5-3B-Instruct Qwen2.5-7B Qwen2.5-7B-Instruct Qwen2.5-14B Qwen2.5-14B-Instruct Qwen2.5-32B Qwen2.5-32B-Instruct Qwen2.5-72B Qwen2.5-72B-Instruct	Large Language Model	Build_In
Qwen3	huggingface	Qwen3-0.6B Qwen3-1.7B Qwen3-4B Qwen3-8B Qwen3-4B-Instruct-2507 Qwen3-4B-Thinking-2507	Large Language Model	Build_In
QWQ	huggingface	QwQ-32B-Preview QwQ-32B	Large Language Model	Build_In
Skywork-OR1	huggingface	Skywork-OR1-Math-7B Skywork-OR1-7B-Preview Skywork-OR1-32B-Preview	Large Language Model	Build_In
Stablelm	huggingface	12b	Large Language Model	Build_In
Tigerbot	huggingface	tigerbot-7b tigerbot-13b	Large Language Model	Build_In
wizardlm	huggingface	WizardLM-2-7B	Large Language Model	Build_In
Yi	huggingface	yi-6b yi-9b yi-34b	Large Language Model	Build_In
Qwen2.5	huggingface	Qwen2.5-7B-Instruct-GPTQ-Int4 Qwen2.5-14B-Instruct-GPTQ-Int4 Qwen2.5-32B-Instruct-GPTQ-Int4	Large Language Model	vLLM
Qwen3	huggingface	Qwen3-0.6B Qwen3-0.6B-FP8 Qwen3-0_6B_int4_awq Qwen3-0.6B-GPTQ-Int4 Qwen3-0.6B-autoround-4bit-gptq Qwen3-1.7B Qwen3-1.7B-FP8 Qwen3-1_7B_int4_awq Qwen3-1.7B-GPTQ-Int4 Qwen3-1.7B-autoround-4bit-gptq Qwen3-4B Qwen3-4B-FP8 Qwen3-4B-Instruct-2507-FP8 Qwen3-4B-Thinking-2507-FP8 Qwen3-4B-AWQ Qwen3-4B-GPTQ-Int4 Qwen3-4B-autoround-4bit-gptq Qwen3-8B Qwen3-8B-FP8 Qwen3-8B-AWQ Qwen3-8B-autoround-4bit-gptq Qwen3-8B-int4-AutoRound-gptq-inc Qwen3-8B-GPTQ-Int4 Qwen3-14B Qwen3-14B-FP8 Qwen3-14B-AWQ Qwen3-14B-autoround-4bit-gptq Qwen3-14B-int4-AutoRound-gptq-inc Qwen3-14B-GPTQ-Int4 Qwen3-32B Qwen3-32B-FP8 Qwen3-32B-AWQ Qwen3-32B-GPTQ-Int4 Qwen3-32B-autoround-4bit-gptq	Large Language Model	vLLM
Qwen3-MOE	huggingface	Qwen3-30B-A3B-FP8 Qwen3-30B-A3B-Instruct-2507-FP8 Qwen3-30B-A3B-Thinking-2507-FP8 Qwen3-Coder-30B-A3B-Instruct-FP8 Qwen3-30B-A3B-GPTQ-Int4 Qwen3-30B-A3B-Instruct-2507-GPTQ-Int4 Qwen3-30B-A3B-Thinking-2507-GPTQ-Int4 Qwen3-235B-A22B-FP8 Qwen3-235B-A22B-Instruct-2507-FP8 Qwen3-235B-A22B-Thinking-2507-FP8	Large Language Model	vLLM
DeepSeek-V3	huggingface	DeepSeek-V3-Base DeepSeek-V3 DeepSeek-V3-0324	Large Language Model	vLLM
DeepSeek-R1	huggingface	DeepSeek-R1 DeepSeek-R1-0528	Large Language Model	vLLM
DeepSeek-V3.1	huggingface	DeepSeek-V3.1 DeepSeek-V3.1-Base DeepSeek-V3.1-Terminus	Large Language Model	vLLM

领域大语言模型

模型名称	模型来源	模型列表	模型类型	运行时
Tongyi-DeepResearch	huggingface	Tongyi-DeepResearch-30B-A3B-FP8	Large Language Model	vLLM
MiroThinker	huggingface	MiroThinker-v1.5-30B-FP8 MiroThinker-v1.5-235B-FP8	Large Language Model	vLLM

VLM Models - 视觉语言模型

通用视觉语言模型

模型名称	模型来源	模型列表	模型类型	运行时
CLIP	openai	clip	Vision Language Model	Build_In
SigLip	google	siglip	Vision Language Model	Build_In
Qwen2-VL	huggingface	Qwen2-VL-2B-Instruct Qwen2-VL-7B-Instruct	Vision Language Model	Build_In
Qwen2.5-VL	huggingface	Qwen2.5-VL-3B-Instruct Qwen2.5-VL-7B-Instruct Qwen2.5-VL-32B-Instruct	Vision Language Model	Build_In
MinerU2.5	huggingface	MinerU2.5-2509-1.2B	Vision Language Model	vLLM
Qwen3-VL-30B-A3B	huggingface	Qwen3-VL-30B-A3B-Instruct-FP8 Qwen3-VL-30B-A3B-Thinking-FP8	Vision Language Model	vLLM

领域视觉语言模型

模型名称	模型来源	模型列表	模型类型	运行时
Logics_Parsing	huggingface	Logics-Parsing	Vision Language Model	Build_In
OCRFlux	huggingface	OCRFlux-3B	Vision Language Model	Build_In
olmOCR2	huggingface	olmOCR-2-7B-1025	Vision Language Model	Build_In
RolmOCR	huggingface	RolmOCR	Vision Language Model	Build_In

CV Models - 计算机视觉模型

图像分类

目标检测

3D目标检测

图像分割

人脸对齐

人脸检测

人脸质量评估

人脸识别

人脸属性分析

图像着色

图像压缩

图像检索

低光照图像增强

多目标跟踪

姿态估计

重识别

显著目标检测

超分辨率

文本检测

文本识别

NLP Models - 自然语言处理模型

信息提取

命名实体识别

问答系统

句子分类

文本嵌入

重排序

LLM Models - 大语言模型

通用大语言模型

领域大语言模型

VLM Models - 视觉语言模型

通用视觉语言模型

领域视觉语言模型

Build_In

vLLM

性能/精度