The collection of pre-trained, state-of-the-art AI models.

About ailia SDK

ailia SDK is a self-contained, cross-platform, high-speed inference SDK for AI. The ailia SDK provides a consistent C++ API across Windows, Mac, Linux, iOS, Android, Jetson, and Raspberry Pi platforms. It also supports Unity (C#), Python, Rust, Flutter(Dart) and JNI for efficient AI implementation. The ailia SDK makes extensive use of the GPU through Vulkan and Metal to enable accelerated computing.

How to use

Try now on Google Colaboratory

If you would like to try on your computer:

ailia MODELS tutorial

ailia MODELS tutorial 日本語版

Supported models

360 models as of November 19th, 2024

Latest update

• 2024.11.19 Add qwen2_vl, live_portrait (ailia SDK 1.5)
• 2024.10.09 Add whisper-v3-turbo
• 2024.10.02 Add florence2
• 2024.09.15 Add bert-vits2, pytorch_wavenet
• 2024.09.12 Add gpt-sovits-v2
• 2024.09.10 Add segment-anything-2 (video mode)
• More information in our Wiki

Action recognition

	Model	Reference	Exported From	Supported Ailia Version	Blog
	mars	MARS: Motion-Augmented RGB Stream for Action Recognition	Pytorch	1.2.4 and later	EN JP
	st-gcn	ST-GCN	Pytorch	1.2.5 and later	EN JP
	ax_action_recognition	Realtime-Action-Recognition	Pytorch	1.2.7 and later
	va-cnn	View Adaptive Neural Networks (VA) for Skeleton-based Human Action Recognition	Pytorch	1.2.7 and later
	driver-action-recognition-adas	driver-action-recognition-adas-0002	OpenVINO	1.2.5 and later
	action_clip	ActionCLIP	Pytorch	1.2.7 and later

Anomaly detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	mahalanobisad	MahalanobisAD-pytorch	Pytorch	1.2.9 and later	May 2020
	spade-pytorch	Sub-Image Anomaly Detection with Deep Pyramid Correspondences	Pytorch	1.2.6 and later	May 2020
	padim	PaDiM-Anomaly-Detection-Localization-master	Pytorch	1.2.6 and later	Nov 2020	EN JP
	patchcore	PatchCore_anomaly_detection	Pytorch	1.2.6 and later	Jun 2021

Audio processing

Audio classification

Music enhancement

Music generation

Noise reduction

Phoneme alignment

Pitch detection

Speaker diarization

Speech to text

Text to speech

Voice activity detection

Voice conversion

Background removal

	Model	Reference	Exported From	Supported Ailia Version	Blog
	U-2-Net	U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection	Pytorch	1.2.2 and later	EN JP
	u2net-portrait-matting	U^2-Net - Portrait matting	Pytorch	1.2.7 and later
	u2net-human-seg	U^2-Net - human segmentation	Pytorch	1.2.4 and later
	deep-image-matting	Deep Image Matting	Keras	1.2.3 and later	EN JP
	indexnet	Indices Matter: Learning to Index for Deep Image Matting	Pytorch	1.2.7 and later
	modnet	MODNet: Trimap-Free Portrait Matting in Real Time	Pytorch	1.2.7 and later
	background_matting_v2	Real-Time High-Resolution Background Matting	Pytorch	1.2.9 and later
	cascade_psp	CascadePSP	Pytorch	1.2.9 and later
	rembg	Rembg	Pytorch	1.2.4 and later
	dis_seg	Highly Accurate Dichotomous Image Segmentation	Pytorch	1.2.10 and later
	gfm	Bridging Composite and Real: Towards End-to-end Deep Image Matting	Pytorch	1.2.10 and later

Crowd counting

	Model	Reference	Exported From	Supported Ailia Version	Blog
	crowdcount-cascaded-mtl	CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting (Single Image Crowd Counting)	Pytorch	1.2.1 and later	EN JP
	c-3-framework	Crowd Counting Code Framework(C^3-Framework)	Pytorch	1.2.5 and later

Deep fashion

	Model	Reference	Exported From	Supported Ailia Version	Blog
	clothing-detection	Clothing-Detection	Pytorch	1.2.1 and later	EN JP
	mmfashion	MMFashion	Pytorch	1.2.5 and later	EN JP
	mmfashion_tryon	MMFashion virtual try-on	Pytorch	1.2.8 and later
	mmfashion_retrieval	MMFashion In-Shop Clothes Retrieval	Pytorch	1.2.5 and later
	fashionai-key-points-detection	A Pytorch Implementation of Cascaded Pyramid Network for FashionAI Key Points Detection	Pytorch	1.2.5 and later
	person-attributes-recognition-crossroad	person-attributes-recognition-crossroad-0230	Pytorch	1.2.10 and later

Depth estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	monodepth2	Monocular depth estimation from a single image	Pytorch	1.2.2 and later
	midas	Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer	Pytorch	1.2.4 and later	EN JP
	fcrn-depthprediction	Deeper Depth Prediction with Fully Convolutional Residual Networks	TensorFlow	1.2.6 and later
	fast-depth	ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"	Pytorch	1.2.5 and later
	lap-depth	LapDepth-release	Pytorch	1.2.9 and later
	hitnet	ONNX-HITNET-Stereo-Depth-estimation	Pytorch	1.2.9 and later
	crestereo	ONNX-CREStereo-Depth-Estimation	Pytorch	1.2.13 and later
	mobilestereonet	MobileStereoNet	Pytorch	1.2.13 and later
	zoe_depth	ZoeDepth	Pytorch	1.3.0 and later
	DepthAnything	DepthAnything	Pytorch	1.2.9 and later

Diffusion

Text to image

	Model	Reference	Exported From	Supported Ailia Version	Blog
	latent-diffusion-txt2img	Latent Diffusion - txt2img	Pytorch	1.2.10 and later
	stable-diffusion-txt2img	Stable Diffusion	Pytorch	1.2.14 and later	JP
	control_net	ControlNet	Pytorch	1.2.15 and later
	sd-turbo	Hugging Face - SD-Turbo	Pytorch	1.2.16 and later
	sdxl-turbo	Hugging Face - SDXL-Turbo	Pytorch	1.2.16 and later
	latent-consistency-models	latent-consistency-models	Pytorch	1.2.16 and later

Text to audio

	Model	Reference	Exported From	Supported Ailia Version	Blog
	riffusion	Riffusion	Pytorch	1.2.16 and later

Others

	Model	Reference	Exported From	Supported Ailia Version	Blog
	latent-diffusion-inpainting	Latent Diffusion - inpainting	Pytorch	1.2.10 and later
	latent-diffusion-superresolution	Latent Diffusion - Super-resolution	Pytorch	1.2.10 and later
	DA-CLIP	DA-CLIP	Pytorch	1.2.16 and later
	marigold	Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation	Pytorch	1.2.16 and later

Face detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	yolov1-face	YOLO-Face-detection	Darknet	1.1.0 and later
	yolov3-face	Face detection using keras-yolov3	Keras	1.2.1 and later
	blazeface	BlazeFace-PyTorch	Pytorch	1.2.1 and later	EN JP
	face-mask-detection	Face detection using keras-yolov3	Keras	1.2.1 and later	EN JP
	dbface	DBFace : real-time, single-stage detector for face detection, with faster speed and higher accuracy	Pytorch	1.2.2 and later
	retinaface	RetinaFace: Single-stage Dense Face Localisation in the Wild.	Pytorch	1.2.5 and later	JP
	anime-face-detector	Anime Face Detector	Pytorch	1.2.6 and later
	face-detection-adas	face-detection-adas-0001	OpenVINO	1.2.5 and later
	mtcnn	mtcnn	Keras	1.2.10 and later

Face identification

	Model	Reference	Exported From	Supported Ailia Version	Blog
	vggface2	VGGFace2 Dataset for Face Recognition	Caffe	1.1.0 and later
	arcface	pytorch implement of arcface	Pytorch	1.2.1 and later	EN JP
	insightface	InsightFace: 2D and 3D Face Analysis Project	Pytorch	1.2.5 and later
	cosface	Pytorch implementation of CosFace	Pytorch	1.2.10 and later
	facenet_pytorch	Face Recognition Using Pytorch	Pytorch	1.2.6 and later

Face recognition

Age gender estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	face_classification	Real-time face detection and emotion/gender classification	Keras	1.1.0 and later
	age-gender-recognition-retail	age-gender-recognition-retail-0013	OpenVINO	1.2.5 and later	EN JP
	mivolo	MiVOLO: Multi-input Transformer for Age and Gender Estimation	Pytorch	1.2.13 and later

Emotion recognition

	Model	Reference	Exported From	Supported Ailia Version	Blog
	ferplus	FER+	CNTK	1.2.2 and later
	hsemotion	HSEmotion (High-Speed face Emotion recognition) library	Pytorch	1.2.5 and later

Gaze estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	gazeml	A deep learning framework based on Tensorflow for the training of high performance gaze estimation	TensorFlow	1.2.0 and later
	mediapipe_iris	irislandmarks.pytorch	Pytorch	1.2.2 and later	EN JP
	ax_gaze_estimation	ax Gaze Estimation	Pytorch	1.2.2 and later	EN JP

Head pose estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	hopenet	deep-head-pose	Pytorch	1.2.2 and later	EN JP
	6d_repnet	6D Rotation Representation for Unconstrained Head Pose Estimation (Pytorch)	Pytorch	1.2.6 and later
	L2CS_Net	L2CS_Net	Pytorch	1.2.9 and later

Keypoint detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	facial_feature	kaggle-facial-keypoints	Pytorch	1.2.0 and later
	face_alignment	2D and 3D Face alignment library build using pytorch	Pytorch	1.2.1 and later	EN JP
	prnet	Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	TensorFlow	1.2.2 and later
	facemesh	facemesh.pytorch	Pytorch	1.2.2 and later	EN JP
	facemesh_v2	MediaPipe Face landmark detection	Pytorch	1.2.9 and later	JP
	3ddfa	Towards Fast, Accurate and Stable 3D Dense Face Alignment	Pytorch	1.2.10 and later

Others

	Model	Reference	Exported From	Supported Ailia Version	Blog
	ax_facial_features	ax Facial Features	Pytorch	1.2.5 and later	EN
	face-anti-spoofing	Lightweight Face Anti Spoofing	Pytorch	1.2.5 and later	EN JP

Face restoration

	Model	Reference	Exported From	Supported Ailia Version	Blog
	gfpgan	GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior	Pytorch	1.2.10 and later	JP
	codeformer	CodeFormer: Towards Robust Blind Face Restoration with Codebook Lookup Transformer	Pytorch	1.2.9 and later

Face swapping

	Model	Reference	Exported From	Supported Ailia Version	Blog
	sber-swap	SberSwap	Pytorch	1.2.12 and later	JP
	facefusion	FaceFusion	ONNXRuntime	1.2.10 and later

Frame Interpolation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	flavr	FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation	Pytorch	1.2.7 and later	EN JP
	cain	Channel Attention Is All You Need for Video Frame Interpolation	Pytorch	1.2.5 and later
	film	FILM: Frame Interpolation for Large Motion	Tensorflow	1.2.10 and later
	rife	Real-Time Intermediate Flow Estimation for Video Frame Interpolation	Pytorch	1.2.13 and later

Generative adversarial networks

	Model	Reference	Exported From	Supported Ailia Version	Blog
	pytorch-gan	Code repo for the Pytorch GAN Zoo project (used to train this model)	Pytorch	1.2.4 and later
	council-gan	Council-GAN	Pytorch	1.2.4 and later
	restyle-encoder	ReStyle	Pytorch	1.2.9 and later
	sam	Age Transformation Using a Style-Based Regression Model	Pytorch	1.2.9 and later
	encoder4editing	Designing an Encoder for StyleGAN Image Manipulation	Pytorch	1.2.10 and later
	lipgan	LipGAN	Keras	1.2.15 and later	JP
	live_portrait	LivePortrait	Pytorch	1.5.0 and later

Hand detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	yolov3-hand	Hand detection branch of Face detection using keras-yolov3	Keras	1.2.1 and later
	hand_detection_pytorch	hand-detection.PyTorch	Pytorch	1.2.2 and later
	blazepalm	MediaPipePyTorch	Pytorch	1.2.5 and later

Hand recognition

	Model	Reference	Exported From	Supported Ailia Version	Blog
	blazehand	MediaPipePyTorch	Pytorch	1.2.5 and later	EN JP
	hand3d	ColorHandPose3D network	TensorFlow	1.2.5 and later
	minimal-hand	Minimal Hand	TensorFlow	1.2.8 and later
	v2v-posenet	V2V-PoseNet	Pytorch	1.2.6 and later
	hands_segmentation_pytorch	hands-segmentation-pytorch	Pytorch	1.2.10 and later

Image captioning

	Model	Reference	Exported From	Supported Ailia Version	Blog
	illustration2vec	Illustration2Vec	Caffe	1.2.2 and later
	image_captioning_pytorch	Image Captioning pytorch	Pytorch	1.2.5 and later	EN JP
	blip2	Hugging Face - BLIP-2	Pytorch	1.2.16 and later

Image classification

CNN

	Model	Reference	Exported From	Supported Ailia Version	Blog
	alexnet	AlexNet PyTorch	Pytorch	1.2.5 and later
	vgg16	Very Deep Convolutional Networks for Large-Scale Image Recognition	Keras	1.1.0 and later
	googlenet	Going Deeper with Convolutions	Pytorch	1.2.0 and later
	resnet18	ResNet18	Pytorch	1.2.8 and later
	resnet50	Deep Residual Learning for Image Recognition	Chainer	1.2.0 and later
	wide_resnet50	Wide Resnet	Pytorch	1.2.5 and later
	inceptionv3	Rethinking the Inception Architecture for Computer Vision	Pytorch	1.2.0 and later	JP
	inceptionv4	Keras Inception-V4	Keras	1.2.5 and later
	mobilenetv2	PyTorch Implemention of MobileNet V2	Pytorch	1.2.0 and later
	mobilenetv3	PyTorch Implemention of MobileNet V3	Pytorch	1.2.1 and later
	efficientnet	A PyTorch implementation of EfficientNet	Pytorch	1.2.3 and later
	efficientnetv2	EfficientNetV2	Pytorch	1.2.4 and later
	mlp_mixer	MLP-Mixer	Pytorch	1.2.9 and later
	convnext	A PyTorch implementation of ConvNeXt	Pytorch	1.2.5 and later
	mobileone	A PyTorch implementation of MobileOne	Pytorch	1.2.1 and later
	imagenet21k	ImageNet21K	Pytorch	1.2.11 and later
	volo	VOLO: Vision Outlooker for Visual Recognition	Pytorch	1.2.9 and later

Transformer

	Model	Reference	Exported From	Supported Ailia Version	Blog
	vit	Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)	Pytorch	1.2.7 and later	EN JP
	swin-transformer	Swin Transformer	Pytorch	1.2.6 and later
	clip	CLIP	Pytorch	1.2.9 and later	EN JP
	japanese-clip	Japanese-CLIP	Pytorch	1.2.15 and later
	japanese-stable-clip-vit-l-16	japanese-stable-clip-vit-l-16	Pytorch	1.2.11 and later

Specific task

	Model	Reference	Exported From	Supported Ailia Version	Blog
	partialconv	Partial Convolution Layer for Padding and Image Inpainting	Pytorch	1.2.0 and later
	weather-prediction-from-image	Weather Prediction From Image - (Warmth Of Image)	Keras	1.2.5 and later

Image inpainting

	Model	Reference	Exported From	Supported Ailia Version	Blog
	inpainting-with-partial-conv	pytorch-inpainting-with-partial-conv	PyTorch	1.2.6 and later	EN JP
	inpainting_gmcnn	Image Inpainting via Generative Multi-column Convolutional Neural Networks	TensorFlow	1.2.6 and later
	3d-photo-inpainting	3D Photography using Context-aware Layered Depth Inpainting	Pytorch	1.2.7 and later
	deepfillv2	Free-Form Image Inpainting with Gated Convolution	Pytorch	1.2.9 and later

Image manipulation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	noise2noise	Learning Image Restoration without Clean Data	Pytorch	1.2.0 and later
	dewarpnet	DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks	Pytorch	1.2.1 and later
	illnet	Document Rectification and Illumination Correction using a Patch-based CNN	Pytorch	1.2.2 and later
	colorization	Colorful Image Colorization	Pytorch	1.2.2 and later	EN JP
	u2net_portrait	U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection	Pytorch	1.2.2 and later
	style2paints	Style2Paints	TensorFlow	1.2.6 and later
	deep_white_balance	Deep White-Balance Editing, CVPR 2020 (Oral)	PyTorch	1.2.6 and later
	deblur_gan	DeblurGAN	Pytorch	1.2.6 and later
	invertible_denoising_network	Invertible Image Denoising	Pytorch	1.2.8 and later
	dfm	Deep Feature Matching	Pytorch	1.2.6 and later
	dfe	Deep Fundamental Matrix Estimation	Pytorch	1.2.6 and later
	dehamer	Image Dehazing Transformer with Transmission-Aware 3D Position Embedding	Pytorch	1.2.13 and later
	pytorch-superpoint	pytorch-superpoint : Self-Supervised Interest Point Detection and Description	Pytorch	1.2.6 and later
	cnngeometric_pytorch	CNNGeometric PyTorch implementation	Pytorch	1.2.7 and later
	lightglue	LightGlue-ONNX	Pytorch	1.2.15 and later
	docshadow	DocShadow-ONNX-TensorRT	Pytorch	1.2.10 and later
	fbcnn	Towards Flexible Blind JPEG Artifacts Removal	Pytorch	1.2.9 and later

Image restoration

	Model	Reference	Exported From	Supported Ailia Version	Blog
	nafnet	NAFNet: Nonlinear Activation Free Network for Image Restoration	Pytorch	1.2.10 and later

Image segmentation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	deeplabv3	Xception65 for backbone network of DeepLab v3+	Chainer	1.2.0 and later
	hrnet_segmentation	High-resolution networks (HRNets) for Semantic Segmentation	Pytorch	1.2.1 and later
	hair_segmentation	hair segmentation in mobile device	Keras	1.2.1 and later
	pspnet-hair-segmentation	pytorch-hair-segmentation	Pytorch	1.2.2 and later
	human_part_segmentation	Self Correction for Human Parsing	Pytorch	1.2.4 and later	EN JP
	semantic-segmentation-mobilenet-v3	Semantic segmentation with MobileNetV3	TensorFlow	1.2.5 and later
	pytorch-unet	Pytorch-Unet	Pytorch	1.2.5 and later
	pytorch-enet	PyTorch-ENet	Pytorch	1.2.8 and later
	yet-another-anime-segmenter	Yet Another Anime Segmenter	Pytorch	1.2.6 and later
	swiftnet	SwiftNet	Pytorch	1.2.6 and later
	dense_prediction_transformers	Vision Transformers for Dense Prediction	Pytorch	1.2.7 and later	EN JP
	paddleseg	PaddleSeg	Pytorch	1.2.7 and later	EN JP
	pp_liteseg	PP-LiteSeg	Pytorch	1.2.10 and later
	suim	SUIM	Keras	1.2.6 and later
	group_vit	GroupViT	Pytorch	1.2.10 and later
	anime-segmentation	Anime Segmentation	Pytorch	1.2.9 and later
	segment-anything	Segment Anything	Pytorch	1.2.16 and later
	tusimple-DUC	TuSimple-DUC	Pytorch	1.2.10 and later
	pytorch-fcn	pytorch-fcn	Pytorch	1.3.0 and later
	grounded_sam	Grounded-SAM	Pytorch	1.2.16 and later
	segment-anything-2	Segment Anything 2	Pytorch	1.2.16 and later

Large Language Model

Landmark classification

	Model	Reference	Exported From	Supported Ailia Version	Blog
	landmarks_classifier_asia	Landmarks classifier_asia_V1.1	TensorFlow Hub	1.2.4 and later	EN JP
	places365	Release of Places365-CNNs	Pytorch	1.2.5 and later

Line segment detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	mlsd	M-LSD: Towards Light-weight and Real-time Line Segment Detection	TensorFlow	1.2.8 and later	EN JP
	dexined	DexiNed: Dense Extreme Inception Network for Edge Detection	Pytorch	1.2.5 and later

Low Light Image Enhancement

	Model	Reference	Exported From	Supported Ailia Version	Blog
	agllnet	AGLLNet: Attention Guided Low-light Image Enhancement (IJCV 2021)	Pytorch	1.2.9 and later	EN JP
	drbn_skf	DRBN SKF	Pytorch	1.2.14 and later

Natural language processing

Bert

Embedding

Error corrector

Grapheme to phoneme

Named entity recognition

Reranker

Sentence generation

Sentiment analysis

Summarize

Translation

Network intrusion detection

Neural Rendering

	Model	Reference	Exported From	Supported Ailia Version	Blog
	nerf	NeRF: Neural Radiance Fields	Tensorflow	1.2.10 and later	EN JP
	TripoSR	TripoSR	Pytorch	1.2.6 and later

NSFW detector

Object detection

CNN

	Model	Reference	Exported From	Supported Ailia Version	Blog
	yolov1-tiny	YOLO: Real-Time Object Detection	Darknet	1.1.0 and later	JP
	yolov2	YOLO: Real-Time Object Detection	Pytorch	1.2.0 and later
	yolov2-tiny	YOLO: Real-Time Object Detection	Pytorch	1.2.6 and later
	yolov3	YOLO: Real-Time Object Detection	ONNX Runtime	1.2.1 and later	EN JP
	yolov3-tiny	YOLO: Real-Time Object Detection	ONNX Runtime	1.2.1 and later
	yolov4	Pytorch-YOLOv4	Pytorch	1.2.4 and later	EN JP
	yolov4-tiny	Pytorch-YOLOv4	Pytorch	1.2.5 and later
	yolov5	yolov5	Pytorch	1.2.5 and later	EN JP
	yolov6	YOLOV6	Pytorch	1.2.10 and later
	yolov7	YOLOv7	Pytorch	1.2.7 and later
	yolov8	YOLOv8	Pytorch	1.2.14.1 and later
	yolov8-seg	YOLOv8	Pytorch	1.2.14.1 and later
	yolov9	YOLOv9	Pytorch	1.2.10 and later
	yolor	yolor	Pytorch	1.2.5 and later
	yolox	YOLOX	Pytorch	1.2.6 and later	EN JP
	yolox-ti-lite	edgeai-yolox	Pytorch	1.2.9 and later
	yolov	YOLOV	Pytorch	1.2.10 and later
	mobilenet_ssd	MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch	Pytorch	1.2.1 and later	EN JP
	maskrcnn	Mask R-CNN: real-time neural network for object instance segmentation	Pytorch	1.2.3 and later
	m2det	M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network	Pytorch	1.2.3 and later	EN JP
	centernet	CenterNet : Objects as Points	Pytorch	1.2.1 and later	EN JP
	pedestrian_detection	Pedestrian-Detection-on-YOLOv3_Research-and-APP	Keras	1.2.1 and later
	efficientdet	EfficientDet: Scalable and Efficient Object Detection, in PyTorch	Pytorch	1.2.6 and later
	nanodet	NanoDet	Pytorch	1.2.6 and later
	picodet	PP-PicoDet	Pytorch	1.2.10 and later
	yolact	You Only Look At CoefficienTs	Pytorch	1.2.6 and later
	fastest-det	FastestDet	Pytorch	1.2.5 and later
	poly_yolo	Poly YOLO	Keras	1.2.6 and later
	crowd_det	Detection in Crowded Scenes	Pytorch	1.2.13 and later
	damo_yolo	DAMO-YOLO	Pytorch	1.2.9 and later

Transformer

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	glip	GLIP	Pytorch	1.2.13 and later	Dec 2021
	dab-detr	DAB-DETR	Pytorch	1.2.12 and later	Jan 2022
	detic	Detecting Twenty-thousand Classes using Image-level Supervision	Pytorch	1.2.10 and later	Jan 2022	EN JP
	groundingdino	Grounding DINO	Pytorch	1.2.16 and later	Mar 2023	JP

Specific target

	Model	Reference	Exported From	Supported Ailia Version	Blog
	mobile_object_localizer	mobile_object_localizer_v1	TensorFlow Hub	1.2.6 and later	EN JP
	sku110k-densedet	SKU110K-DenseDet	Pytorch	1.2.9 and later	EN JP
	traffic-sign-detection	Traffic Sign Detection	Tensorflow	1.2.10 and later	EN JP
	footandball	FootAndBall: Integrated player and ball detector	Pytorch	1.2.0 and later
	qrcode_wechatqrcode	qrcode_wechatqrcode	Caffe	1.2.15 and later
	layout_parsing	unstructured-inference	Pytorch	1.2.9 and later

Object detection 3d

	Model	Reference	Exported From	Supported Ailia Version	Blog
	3d_bbox	3D Bounding Box Estimation Using Deep Learning and Geometry	Pytorch	1.2.6 and later
	3d-object-detection.pytorch	3d-object-detection.pytorch	Pytorch	1.2.8 and later	EN JP
	mediapipe_objectron	MediaPipe Objectron	TensorFlow Lite	1.2.5 and later
	egonet	EgoNet	Pytorch	1.2.9 and later
	d4lcn	D4LCN	Pytorch	1.2.9 and later
	did_m3d	DID M3D	Pytorch	1.2.11 and later

Object tracking

	Model	Reference	Exported From	Supported Ailia Version	Blog
	deepsort	Deep Sort with PyTorch	Pytorch	1.2.3 and later	EN JP
	person_reid_baseline_pytorch	UTS-Person-reID-Practical	Pytorch	1.2.6 and later
	abd_net	Attentive but Diverse Person Re-Identification	Pytorch	1.2.7 and later
	siam-mot	SiamMOT	Pytorch	1.2.9 and later
	bytetrack	ByteTrack	Pytorch	1.2.5 and later	EN JP
	qd-3dt	Monocular Quasi-Dense 3D Object Tracking	Pytorch	1.2.11 and later
	strong_sort	StrongSORT	Pytorch	1.2.15 and later
	centroids-reid	On the Unreasonable Effectiveness of Centroids in Image Retrieval	Pytorch	1.2.9 and later
	deepsort_vehicle	Multi-Camera Live Object Tracking	Pytorch	1.2.9 and later

Optical Flow Estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	raft	RAFT: Recurrent All Pairs Field Transforms for Optical Flow	Pytorch	1.2.6 and later	EN JP

Point segmentation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	pointnet_pytorch	PointNet.pytorch	Pytorch	1.2.6 and later

Pose estimation

	Model	Reference	Exported From	Supported Ailia Version	Blog
	openpose	Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)	Caffe	1.2.1 and later
	lightweight-human-pose-estimation	Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.	Pytorch	1.2.1 and later	EN JP
	pose_resnet	Simple Baselines for Human Pose Estimation and Tracking	Pytorch	1.2.1 and later	EN JP
	blazepose	MediaPipePyTorch	Pytorch	1.2.5 and later
	efficientpose	Code repo for EfficientPose	TensorFlow	1.2.6 and later
	movenet	Code repo for movenet	TensorFlow	1.2.8 and later	EN JP
	animalpose	MMPose - 2D animal pose estimation	Pytorch	1.2.7 and later	EN JP
	mediapipe_holistic	MediaPipe Holistic	TensorFlow	1.2.9 and later
	ap-10k	AP-10K	Pytorch	1.2.4 and later
	posenet	PoseNet Pytorch	Pytorch	1.2.10 and later
	e2pose	E2Pose	Tensorflow	1.2.5 and later

Pose estimation 3d

	Model	Reference	Exported From	Supported Ailia Version	Blog
	lightweight-human-pose-estimation-3d	Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.	Pytorch	1.2.1 and later
	3d-pose-baseline	A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.	TensorFlow	1.2.3 and later
	pose-hg-3d	Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach	Pytorch	1.2.6 and later
	blazepose-fullbody	MediaPipe	TensorFlow Lite	1.2.5 and later	EN JP
	3dmppe_posenet	PoseNet of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image"	Pytorch	1.2.6 and later
	gast	A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)	Pytorch	1.2.7 and later	EN JP
	mediapipe_pose_world_landmarks	MediaPipe Pose real-world 3D coordinates	TensorFlow Lite	1.2.10 and later

Road detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	codes-for-lane-detection	Codes-for-Lane-Detection	Pytorch	1.2.6 and later	EN JP
	roneld	RONELD-Lane-Detection	Pytorch	1.2.6 and later
	road-segmentation-adas	road-segmentation-adas-0001	OpenVINO	1.2.5 and later
	cdnet	CDNet	Pytorch	1.2.5 and later
	lstr	LSTR	Pytorch	1.2.8 and later
	ultra-fast-lane-detection	Ultra-Fast-Lane-Detection	Pytorch	1.2.6 and later
	yolop	YOLOP	Pytorch	1.2.6 and later
	hybridnets	HybridNets	Pytorch	1.2.6 and later
	polylanenet	PolyLaneNet	Pytorch	1.2.9 and later

Rotation prediction

	Model	Reference	Exported From	Supported Ailia Version	Blog
	rotnet	CNNs for predicting the rotation angle of an image to correct its orientation	Keras	1.2.1 and later

Style transfer

	Model	Reference	Exported From	Supported Ailia Version	Blog
	adain	Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization	Pytorch	1.2.1 and later	EN JP
	psgan	PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer	Pytorch	1.2.7 and later
	beauty_gan	BeautyGAN	Pytorch	1.2.7 and later
	animeganv2	PyTorch Implementation of AnimeGANv2	Pytorch	1.2.5 and later
	pix2pixHD	pix2pixHD: High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs	Pytorch	1.2.6 and later
	EleGANt	EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer	Pytorch	1.2.15 and later

Super resolution

	Model	Reference	Exported From	Supported Ailia Version	Blog
	srresnet	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	Pytorch	1.2.0 and later	EN JP
	edsr	Enhanced Deep Residual Networks for Single Image Super-Resolution	Pytorch	1.2.6 and later	EN JP
	han	Single Image Super-Resolution via a Holistic Attention Network	Pytorch	1.2.6 and later
	real-esrgan	Real-ESRGAN	Pytorch	1.2.9 and later
	rcan-it	Revisiting RCAN: Improved Training for Image Super-Resolution	Pytorch	1.2.10 and later
	swinir	SwinIR: Image Restoration Using Swin Transformer	Pytorch	1.2.12 and later
	Hat	Hat	Pytorch	1.2.6 and later

Text detection

	Model	Reference	Exported From	Supported Ailia Version	Blog
	craft_pytorch	CRAFT: Character-Region Awareness For Text detection	Pytorch	1.2.2 and later
	pixel_link	Pixel-Link	TensorFlow	1.2.6 and later
	east	EAST: An Efficient and Accurate Scene Text Detector	TensorFlow	1.2.6 and later

Text recognition

	Model	Reference	Exported From	Supported Ailia Version	Blog
	etl	Japanese Character Classification	Keras	1.1.0 and later	JP
	deep-text-recognition-benchmark	deep-text-recognition-benchmark	Pytorch	1.2.6 and later
	crnn.pytorch	Convolutional Recurrent Neural Network	Pytorch	1.2.6 and later
	paddleocr	PaddleOCR : Awesome multilingual OCR toolkits based on PaddlePaddle	Pytorch	1.2.6 and later	EN JP
	easyocr	Ready-to-use OCR with 80+ supported languages	Pytorch	1.2.6 and later
	ndlocr_text_recognition	NDL OCR	Pytorch	1.2.5 and later

Time-Series Forecasting

Vehicle recognition

	Model	Reference	Exported From	Supported Ailia Version	Blog
	vehicle-attributes-recognition-barrier	vehicle-attributes-recognition-barrier-0042	OpenVINO	1.2.5 and later	EN JP
	vehicle-license-plate-detection-barrier	vehicle-license-plate-detection-barrier-0106	OpenVINO	1.2.5 and later

Vision Language Model

	Model	Reference	Exported From	Supported Ailia Version	Blog
	florence2	Hugging Face - microsoft/Florence-2-base	Pytorch	1.2.16 and later
	qwen2_vl	Qwen2-VL	Pytorch	1.5.0 and later

Commercial model

Other languages

• unity version
• c++ version
• flutter version
• rust version