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

About ailia SDK

ailia SDK is a cross-platform, high-speed inference SDK for AI. It supports Windows, Mac, Linux, iOS, Android, Jetson, and Raspberry Pi with GPU acceleration via Vulkan and Metal. Bindings are available for C++, Python, Unity (C#), Kotlin, Rust, and Flutter.

Why ailia SDK

	ailia SDK	ONNX Runtime
GPU inference via Vulkan and Metal	✓	−
ailia Speech / Voice / LLM / Tokenizer / Tracker	✓	−
400+ verified model library with sample code	✓	−
Non-OS / RTOS inference support	✓	−
Unity bindings and model collection	✓	△
Model‑specific optimization	✓	△

△ = Supported but limited due to general-purpose implementation.

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

Documentation

ailia-models wiki

Supported models

403 models as of March 12, 2026

Latest update

• 2026.03.12 Add depth_anything_v3, depth_pro

• 2026.03.06 Add depth_anything_v2

• 2026.03.04 Add gpt-sovits-v2-pro, bevformer, uniad

• 2026.03.02 Add g2pw, gpt-sovits-v1, v2, v3 (chinese)

• 2026.01.16 Add embeddinggemma

• 2025.12.30 Add demucs, latentsync

• 2025.12.26 Add sadtalker

• 2025.12.25 Add samurai, cotracker3 (ailia SDK 1.6.1)

• 2025.12.21 Add silerovad v5, v6, v6_2

• 2025.12.17 Add sensevoice, cosyvoice2

• 2025.12.01 Add glass, mobilevlm, donut

• More information in our Wiki

Action recognition

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	va-cnn	View Adaptive Neural Networks (VA) for Skeleton-based Human Action Recognition	Pytorch	1.2.7 and later	Mar 2017
	st-gcn	ST-GCN	Pytorch	1.2.5 and later	Jan 2018	EN JP
	mars	MARS: Motion-Augmented RGB Stream for Action Recognition	Pytorch	1.2.4 and later	Nov 2018	EN JP
	ax_action_recognition	Realtime-Action-Recognition	Pytorch	1.2.7 and later	Mar 2019
	driver-action-recognition-adas	driver-action-recognition-adas-0002	OpenVINO	1.2.5 and later	Mar 2019
	action_clip	ActionCLIP	Pytorch	1.2.7 and later	Sep 2021

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
	glass	A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization	Pytorch	1.2.14 and later	Jul 2024

Audio Language Model

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
qwen_audio	Qwen-Audio	Pytorch	1.5.0 and later	Nov 2023	JP

Audio processing

Audio classification

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
crnn_audio_classification	crnn-audio-classification	Pytorch	1.2.5 and later	Mar 2019	EN JP
audioset_tagging_cnn	PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition	Pytorch	1.2.9 and later	Dec 2019
transformer-cnn-emotion-recognition	Combining Spatial and Temporal Feature Representions of Speech Emotion by Parallelizing CNNs and Transformer-Encoders	Pytorch	1.2.5 and later	Oct 2020
microsoft clap	CLAP	Pytorch	1.2.11 and later	Jun 2022
clap	CLAP	Pytorch	1.2.6 and later	Nov 2022	JP

Music enhancement

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
hifigan	HiFi-GAN	Pytorch	1.2.9 and later	Oct 2020
deep music enhancer	On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks	Pytorch	1.2.6 and later	Nov 2020

Music generation

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
pytorch_wavenet	pytorch_wavenet	Pytorch	1.2.14 and later	Sep 2016

Noise reduction

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
rnnoise	rnnoise	Keras	1.2.15 and later	Sep 2017
voicefilter	VoiceFilter	Pytorch	1.2.7 and later	Oct 2018	EN JP
unet_source_separation	source_separation	Pytorch	1.2.6 and later	Jul 2019	EN JP
demucs	Demucs	Pytorch	1.4.0 and later	Sep 2019
dtln	Dual-signal Transformation LSTM Network	Tensorflow	1.3.0 and later	May 2020
audiosep	AudioSep	Pytorch	1.3.0 and later	Aug 2023

Phoneme alignment

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
narabas	narabas: Japanese phoneme forced alignment tool	Pytorch	1.2.11 and later	Mar 2023

Pitch detection

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
crepe	torchcrepe	Pytorch	1.2.10 and later	Feb 2018	JP

Speaker diarization

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
pyannote-audio	Pyannote-audio	Pytorch	1.2.15 and later	Nov 2019	JP
auto_speech	AutoSpeech: Neural Architecture Search for Speaker Recognition	Pytorch	1.2.5 and later	May 2020	EN JP
wespeaker	WeSpeaker	Onnxruntime	1.2.9 and later	Oct 2022

Speech to text

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
deepspeech2	deepspeech.pytorch	Pytorch	1.2.2 and later	Oct 2017	EN JP
whisper	Whisper	Pytorch	1.2.10 and later	Dec 2022	JP
reazon_speech	ReazonSpeech	Pytorch	1.4.0 and later	Jan 2023
distil-whisper	Hugging Face - Distil-Whisper	Pytorch	1.2.16 and later	Nov 2023
sensevoice	SenseVoice	Pytorch	1.2.13 and later	July 2024	JP
reazon_speech2	ReazonSpeech2	Pytorch	1.4.0 and later	Feb 2024
kotoba-whisper	kotoba-whisper	Pytorch	1.2.16 and later	Apr 2024

Text to speech

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
pytorch-dc-tts	Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention	Pytorch	1.2.6 and later	Oct 2017	EN JP
tacotron2	Tacotron2	Pytorch	1.2.15 and later	Feb 2018	JP
vall-e-x	VALL-E-X	Pytorch	1.2.15 and later	Mar 2023	JP
Bert-VITS2	Bert-VITS2	Pytorch	1.2.16 and later	Aug 2023
gpt-sovits	GPT-SoVITS	Pytorch	1.4.0 and later	Feb 2024	JP
gpt-sovits-v2	GPT-SoVITS	Pytorch	1.4.0 and later	Aug 2024
cosyvoice2	CosyVoice2	Pytorch	1.4.0 and later	Dec 2024
gpt-sovits-v3	GPT-SoVITS	Pytorch	1.4.0 and later	Feb 2025
gpt-sovits-v2-pro	GPT-SoVITS	Pytorch	1.4.0 and later	Jun 2025	JP

Voice activity detection

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
silero-vad	Silero VAD	Pytorch	1.2.15 and later	Dec 2020	JP

Voice conversion

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
rvc	Retrieval-based-Voice-Conversion-WebUI	Pytorch	1.2.12 and later	Mar 2023	JP

Autonomous driving

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bevformer	BEVFormer	Pytorch	1.6.1 and later	Mar 2022	JP
uniad	UniAD: Unified Driving	Pytorch	1.6.1 and later	Dec 2022	JP

Background removal

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	deep-image-matting	Deep Image Matting	Keras	1.2.3 and later	Mar 2017	EN JP
	indexnet	Indices Matter: Learning to Index for Deep Image Matting	Pytorch	1.2.7 and later	Aug 2019
	U-2-Net	U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection	Pytorch	1.2.2 and later	May 2020	EN JP
	u2net-portrait-matting	U^2-Net - Portrait matting	Pytorch	1.2.7 and later	May 2020
	u2net-human-seg	U^2-Net - human segmentation	Pytorch	1.2.4 and later	May 2020
	cascade_psp	CascadePSP	Pytorch	1.2.9 and later	May 2020
	rembg	Rembg	Pytorch	1.2.4 and later	Aug 2020
	gfm	Bridging Composite and Real: Towards End-to-end Deep Image Matting	Pytorch	1.2.10 and later	Oct 2020
	modnet	MODNet: Trimap-Free Portrait Matting in Real Time	Pytorch	1.2.7 and later	Nov 2020
	background_matting_v2	Real-Time High-Resolution Background Matting	Pytorch	1.2.9 and later	Dec 2020
	dis_seg	Highly Accurate Dichotomous Image Segmentation	Pytorch	1.2.10 and later	Mar 2022

Crowd counting

	Model	Reference	Exported From	Supported Ailia Version	Date	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	Jul 2017	EN JP
	c-3-framework	Crowd Counting Code Framework(C^3-Framework)	Pytorch	1.2.5 and later	Jul 2019

Deep fashion

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	fashionai-key-points-detection	A Pytorch Implementation of Cascaded Pyramid Network for FashionAI Key Points Detection	Pytorch	1.2.5 and later	Jun 2018
	person-attributes-recognition-crossroad	person-attributes-recognition-crossroad-0230	Pytorch	1.2.10 and later	Oct 2018
	clothing-detection	Clothing-Detection	Pytorch	1.2.1 and later	Jun 2019	EN JP
	mmfashion	MMFashion	Pytorch	1.2.5 and later	Nov 2019	EN JP
	mmfashion_tryon	MMFashion virtual try-on	Pytorch	1.2.8 and later	Nov 2019
	mmfashion_retrieval	MMFashion In-Shop Clothes Retrieval	Pytorch	1.2.5 and later	Nov 2019

Depth estimation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	fcrn-depthprediction	Deeper Depth Prediction with Fully Convolutional Residual Networks	TensorFlow	1.2.6 and later	Jun 2016
	monodepth2	Monocular depth estimation from a single image	Pytorch	1.2.2 and later	Jun 2018
	fast-depth	ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"	Pytorch	1.2.5 and later	Mar 2019
	midas	Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer	Pytorch	1.2.4 and later	Jul 2019	EN JP
	hitnet	ONNX-HITNET-Stereo-Depth-estimation	Pytorch	1.2.9 and later	Jul 2020
	lap-depth	LapDepth-release	Pytorch	1.2.9 and later	Jan 2021
	mobilestereonet	MobileStereoNet	Pytorch	1.2.13 and later	Aug 2021
	crestereo	ONNX-CREStereo-Depth-Estimation	Pytorch	1.2.13 and later	Mar 2022
	zoe_depth	ZoeDepth	Pytorch	1.3.0 and later	Feb 2023
	depth_anything	DepthAnything	Pytorch	1.2.9 and later	Jan 2024
	depth_anything_v2	Depth Anything V2	Pytorch	1.2.16 and later	Jun 2024
	depth_pro	Depth Pro: Sharp Monocular Metric Depth in Less Than a Second	Pytorch	1.2.12 and later	Oct 2024
	depth_anything_v3	Depth Anything V3	Pytorch	1.2.16 and later	Nov 2025

Diffusion

Text to image

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	latent-diffusion-txt2img	Latent Diffusion - txt2img	Pytorch	1.2.10 and later	Dec 2021
	stable-diffusion-txt2img	Stable Diffusion	Pytorch	1.2.14 and later	Aug 2022	JP
	anything_v3	Linaqruf/anything-v3.0	Pytorch	1.5.0 and later	Nov 2022
	control_net	ControlNet	Pytorch	1.2.15 and later	Feb 2023
	latent-consistency-models	latent-consistency-models	Pytorch	1.2.16 and later	Oct 2023
	sd-turbo	Hugging Face - SD-Turbo	Pytorch	1.2.16 and later	Nov 2023
	sdxl-turbo	Hugging Face - SDXL-Turbo	Pytorch	1.2.16 and later	Nov 2023
	depth_anything_controlnet	DepthAnything	Pytorch	1.2.16 and later	Jan 2024
	latentsync	LatentSync	Pytorch	1.4.0 and later	Dec 2024

Text to audio

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	riffusion	Riffusion	Pytorch	1.2.16 and later	Dec 2022

Others

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	latent-diffusion-inpainting	Latent Diffusion - inpainting	Pytorch	1.2.10 and later	Dec 2021
	latent-diffusion-superresolution	Latent Diffusion - Super-resolution	Pytorch	1.2.10 and later	Dec 2021
	DA-CLIP	DA-CLIP	Pytorch	1.2.16 and later	Oct 2023
	marigold	Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation	Pytorch	1.2.16 and later	Dec 2023

Face detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	mtcnn	mtcnn	Keras	1.2.10 and later	Apr 2016
	yolov1-face	YOLO-Face-detection	Darknet	1.1.0 and later	Mar 2017
	face-detection-adas	face-detection-adas-0001	OpenVINO	1.2.5 and later	Oct 2018
	retinaface	RetinaFace: Single-stage Dense Face Localisation in the Wild.	Pytorch	1.2.5 and later	May 2019	JP
	blazeface	BlazeFace-PyTorch	Pytorch	1.2.1 and later	Jul 2019	EN JP
	yolov3-face	Face detection using keras-yolov3	Keras	1.2.1 and later	Dec 2019
	face-mask-detection	Face detection using keras-yolov3	Keras	1.2.1 and later	Dec 2019	EN JP
	dbface	DBFace : real-time, single-stage detector for face detection, with faster speed and higher accuracy	Pytorch	1.2.2 and later	Mar 2020
	anime-face-detector	Anime Face Detector	Pytorch	1.2.6 and later	Oct 2021

Face identification

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	facenet_pytorch	Face Recognition Using Pytorch	Pytorch	1.2.6 and later	Mar 2015
	insightface	InsightFace: 2D and 3D Face Analysis Project	Pytorch	1.2.5 and later	Sep 2017
	vggface2	VGGFace2 Dataset for Face Recognition	Caffe	1.1.0 and later	Oct 2017
	arcface	pytorch implement of arcface	Pytorch	1.2.1 and later	Jan 2018	EN JP
	cosface	Pytorch implementation of CosFace	Pytorch	1.2.10 and later	Jan 2018

Face recognition

Age gender estimation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	face_classification	Real-time face detection and emotion/gender classification	Keras	1.1.0 and later	Oct 2017
	age-gender-recognition-retail	age-gender-recognition-retail-0013	OpenVINO	1.2.5 and later	May 2018	EN JP
	mivolo	MiVOLO: Multi-input Transformer for Age and Gender Estimation	Pytorch	1.2.13 and later	Jul 2023	JP

Emotion recognition

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	ferplus	FER+	CNTK	1.2.2 and later	Aug 2016
	hsemotion	HSEmotion (High-Speed face Emotion recognition) library	Pytorch	1.2.5 and later	Mar 2021

Gaze estimation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	gazeml	A deep learning framework based on Tensorflow for the training of high performance gaze estimation	TensorFlow	1.2.0 and later	May 2018
	mediapipe_iris	irislandmarks.pytorch	Pytorch	1.2.2 and later	Jun 2020	EN JP
	gazelle	gazelle	Pytorch	1.2.16 and later	Dec 2024	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	Date	Blog
	hopenet	deep-head-pose	Pytorch	1.2.2 and later	Oct 2017	EN JP
	6d_repnet	6D Rotation Representation for Unconstrained Head Pose Estimation (Pytorch)	Pytorch	1.2.6 and later	Feb 2022
	L2CS_Net	L2CS_Net	Pytorch	1.2.9 and later	Mar 2022
	6d_repnet_360	Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	Pytorch	1.2.9 and later	Sep 2023

Keypoint detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	face_alignment	2D and 3D Face alignment library build using pytorch	Pytorch	1.2.1 and later	Mar 2017	EN JP
	prnet	Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	TensorFlow	1.2.2 and later	Mar 2018
	facemesh	facemesh.pytorch	Pytorch	1.2.2 and later	Jul 2019	EN JP
	facial_feature	kaggle-facial-keypoints	Pytorch	1.2.0 and later	Oct 2019
	3ddfa	Towards Fast, Accurate and Stable 3D Dense Face Alignment	Pytorch	1.2.10 and later	Sep 2020
	facemesh_v2	MediaPipe Face landmark detection	Pytorch	1.2.9 and later	May 2023	JP

Others

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	face-anti-spoofing	Lightweight Face Anti Spoofing	Pytorch	1.2.5 and later	Jul 2020	EN JP
	ax_facial_features	ax Facial Features	Pytorch	1.2.5 and later		EN

Face restoration

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	gfpgan	GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior	Pytorch	1.2.10 and later	Jan 2021	JP
	codeformer	CodeFormer: Towards Robust Blind Face Restoration with Codebook Lookup Transformer	Pytorch	1.2.9 and later	Jun 2022

Face swapping

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	deepfacelive	DeepFaceLive	ONNX Runtime	1.2.10 and later	Dec 2020
	sber-swap	SberSwap	Pytorch	1.2.12 and later	Feb 2022	JP
	facefusion	FaceFusion	ONNX Runtime	1.2.10 and later	Aug 2023

Frame Interpolation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	cain	Channel Attention Is All You Need for Video Frame Interpolation	Pytorch	1.2.5 and later	Nov 2019
	rife	Real-Time Intermediate Flow Estimation for Video Frame Interpolation	Pytorch	1.2.13 and later	Nov 2020
	flavr	FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation	Pytorch	1.2.7 and later	Dec 2020	EN JP
	film	FILM: Frame Interpolation for Large Motion	Tensorflow	1.2.10 and later	Feb 2022

Generative adversarial networks

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	pytorch-gan	Code repo for the Pytorch GAN Zoo project (used to train this model)	Pytorch	1.2.4 and later	Oct 2017
	lipgan	LipGAN	Keras	1.2.15 and later	Oct 2019	JP
	council-gan	Council-GAN	Pytorch	1.2.4 and later	Nov 2019
	sam	Age Transformation Using a Style-Based Regression Model	Pytorch	1.2.9 and later	Feb 2021
	encoder4editing	Designing an Encoder for StyleGAN Image Manipulation	Pytorch	1.2.10 and later	Feb 2021
	restyle-encoder	ReStyle	Pytorch	1.2.9 and later	Apr 2021
	SadTalker	SadTalker	Pytorch	1.5.0 and later	Nov 2022
	live_portrait	LivePortrait	Pytorch	1.5.0 and later	Jul 2024	JP

Hand detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	hand_detection_pytorch	hand-detection.PyTorch	Pytorch	1.2.2 and later	Mar 2019
	yolov3-hand	Hand detection branch of Face detection using keras-yolov3	Keras	1.2.1 and later	Dec 2019
	blazepalm	MediaPipePyTorch	Pytorch	1.2.5 and later	Jun 2020

Hand recognition

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	hand3d	ColorHandPose3D network	TensorFlow	1.2.5 and later	May 2017
	v2v-posenet	V2V-PoseNet	Pytorch	1.2.6 and later	Nov 2017
	minimal-hand	Minimal Hand	TensorFlow	1.2.8 and later	Mar 2020
	blazehand	MediaPipePyTorch	Pytorch	1.2.5 and later	Jun 2020	EN JP
	hands_segmentation_pytorch	hands-segmentation-pytorch	Pytorch	1.2.10 and later	Apr 2021

Image captioning

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	illustration2vec	Illustration2Vec	Caffe	1.2.2 and later	Nov 2015
	image_captioning_pytorch	Image Captioning pytorch	Pytorch	1.2.5 and later	Dec 2016	EN JP
	blip2	Hugging Face - BLIP-2	Pytorch	1.2.16 and later	Jan 2023

Image classification

CNN

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	alexnet	AlexNet PyTorch	Pytorch	1.2.5 and later	Sep 2012
	vgg16	Very Deep Convolutional Networks for Large-Scale Image Recognition	Keras	1.1.0 and later	Sep 2014
	googlenet	Going Deeper with Convolutions	Pytorch	1.2.0 and later	Sep 2014
	resnet18	ResNet18	Pytorch	1.2.8 and later	Dec 2015
	resnet50	Deep Residual Learning for Image Recognition	Chainer	1.2.0 and later	Dec 2015
	inceptionv3	Rethinking the Inception Architecture for Computer Vision	Pytorch	1.2.0 and later	Dec 2015	JP
	inceptionv4	Keras Inception-V4	Keras	1.2.5 and later	Feb 2016
	wide_resnet50	Wide Resnet	Pytorch	1.2.5 and later	May 2016
	mobilenetv2	PyTorch Implemention of MobileNet V2	Pytorch	1.2.0 and later	Jan 2018
	mobilenetv3	PyTorch Implemention of MobileNet V3	Pytorch	1.2.1 and later	May 2019
	efficientnet	A PyTorch implementation of EfficientNet	Pytorch	1.2.3 and later	May 2019
	efficientnetv2	EfficientNetV2	Pytorch	1.2.4 and later	Apr 2021
	imagenet21k	ImageNet21K	Pytorch	1.2.11 and later	Apr 2021
	mlp_mixer	MLP-Mixer	Pytorch	1.2.9 and later	May 2021
	volo	VOLO: Vision Outlooker for Visual Recognition	Pytorch	1.2.9 and later	Jun 2021
	convnext	A PyTorch implementation of ConvNeXt	Pytorch	1.2.5 and later	Jan 2022
	mobileone	A PyTorch implementation of MobileOne	Pytorch	1.2.1 and later	Jun 2022

Transformer

	Model	Reference	Exported From	Supported Ailia Version	Date	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	Oct 2020	EN JP
	clip	CLIP	Pytorch	1.2.9 and later	Feb 2021	EN JP
	swin-transformer	Swin Transformer	Pytorch	1.2.6 and later	Mar 2021
	japanese-clip	Japanese-CLIP	Pytorch	1.2.15 and later	May 2022
	japanese-stable-clip-vit-l-16	japanese-stable-clip-vit-l-16	Pytorch	1.2.11 and later	Nov 2023
	clip-japanese-base	line-corporation/clip-japanese-base	Pytorch	1.2.16 and later	Apr 2024
	siglip2	Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features	Pytorch	1.2.16 and later	Feb 2025	JP

Specific task

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	weather-prediction-from-image	Weather Prediction From Image - (Warmth Of Image)	Keras	1.2.5 and later	Oct 2017
	partialconv	Partial Convolution Layer for Padding and Image Inpainting	Pytorch	1.2.0 and later	Nov 2018

Image inpainting

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	inpainting-with-partial-conv	pytorch-inpainting-with-partial-conv	PyTorch	1.2.6 and later	Apr 2018	EN JP
	deepfillv2	Free-Form Image Inpainting with Gated Convolution	Pytorch	1.2.9 and later	Jun 2018
	inpainting_gmcnn	Image Inpainting via Generative Multi-column Convolutional Neural Networks	TensorFlow	1.2.6 and later	Oct 2018
	3d-photo-inpainting	3D Photography using Context-aware Layered Depth Inpainting	Pytorch	1.2.7 and later	Apr 2020
	lama	LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions	Pytorch	1.2.13 and later	Sep 2021

Image manipulation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	colorization	Colorful Image Colorization	Pytorch	1.2.2 and later	Mar 2016	EN JP
	cnngeometric_pytorch	CNNGeometric PyTorch implementation	Pytorch	1.2.7 and later	Mar 2017
	style2paints	Style2Paints	TensorFlow	1.2.6 and later	Jun 2017
	deblur_gan	DeblurGAN	Pytorch	1.2.6 and later	Nov 2017
	pytorch-superpoint	pytorch-superpoint : Self-Supervised Interest Point Detection and Description	Pytorch	1.2.6 and later	Dec 2017
	noise2noise	Learning Image Restoration without Clean Data	Pytorch	1.2.0 and later	Mar 2018
	dfe	Deep Fundamental Matrix Estimation	Pytorch	1.2.6 and later	Oct 2018
	illnet	Document Rectification and Illumination Correction using a Patch-based CNN	Pytorch	1.2.2 and later	Sep 2019
	dewarpnet	DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks	Pytorch	1.2.1 and later	Oct 2019
	deep_white_balance	Deep White-Balance Editing, CVPR 2020 (Oral)	PyTorch	1.2.6 and later	Apr 2020
	u2net_portrait	U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection	Pytorch	1.2.2 and later	May 2020
	invertible_denoising_network	Invertible Image Denoising	Pytorch	1.2.8 and later	Apr 2021
	dfm	Deep Feature Matching	Pytorch	1.2.6 and later	Jun 2021
	fbcnn	Towards Flexible Blind JPEG Artifacts Removal	Pytorch	1.2.9 and later	Sep 2021
	dehamer	Image Dehazing Transformer with Transmission-Aware 3D Position Embedding	Pytorch	1.2.13 and later	Jun 2022
	lightglue	LightGlue-ONNX	Pytorch	1.2.15 and later	Jun 2023
	docshadow	DocShadow-ONNX-TensorRT	Pytorch	1.2.10 and later	Aug 2023

Image restoration

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	nafnet	NAFNet: Nonlinear Activation Free Network for Image Restoration	Pytorch	1.2.10 and later	Mar 2022	JP

Image segmentation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	pytorch-fcn	pytorch-fcn	Pytorch	1.3.0 and later	Nov 2014
	pytorch-enet	PyTorch-ENet	Pytorch	1.2.8 and later	Jun 2016
	tusimple-DUC	TuSimple-DUC	Pytorch	1.2.10 and later	Feb 2017
	pytorch-unet	Pytorch-Unet	Pytorch	1.2.5 and later	Aug 2017
	deeplabv3	Xception65 for backbone network of DeepLab v3+	Chainer	1.2.0 and later	Feb 2018
	pspnet-hair-segmentation	pytorch-hair-segmentation	Pytorch	1.2.2 and later	Nov 2018
	swiftnet	SwiftNet	Pytorch	1.2.6 and later	Mar 2019
	hrnet_segmentation	High-resolution networks (HRNets) for Semantic Segmentation	Pytorch	1.2.1 and later	Apr 2019
	hair_segmentation	hair segmentation in mobile device	Keras	1.2.1 and later	Jul 2019
	paddleseg	PaddleSeg	Pytorch	1.2.7 and later	Aug 2019	EN JP
	human_part_segmentation	Self Correction for Human Parsing	Pytorch	1.2.4 and later	Oct 2019	EN JP
	semantic-segmentation-mobilenet-v3	Semantic segmentation with MobileNetV3	TensorFlow	1.2.5 and later	Nov 2019
	suim	SUIM	Keras	1.2.6 and later	Apr 2020
	yet-another-anime-segmenter	Yet Another Anime Segmenter	Pytorch	1.2.6 and later	Oct 2020
	dense_prediction_transformers	Vision Transformers for Dense Prediction	Pytorch	1.2.7 and later	Mar 2021	EN JP
	group_vit	GroupViT	Pytorch	1.2.10 and later	Feb 2022
	pp_liteseg	PP-LiteSeg	Pytorch	1.2.10 and later	Apr 2022
	anime-segmentation	Anime Segmentation	Pytorch	1.2.9 and later	Aug 2022
	yolov8-seg	YOLOv8	Pytorch	1.2.14.1 and later	Jan 2023
	segment-anything	Segment Anything	Pytorch	1.2.16 and later	Apr 2023
	grounded_sam	Grounded-SAM	Pytorch	1.2.16 and later	Apr 2023
	fast_sam	FastSAM	Pytorch	1.2.14 and later	Jun 2023
	mobile_sam	MobileSAM	Pytorch	1.6.0 and later	Jun 2023
	edge_sam	EdgeSAM	Pytorch	1.2.10 and later	Dec 2023
	segment-anything-2	Segment Anything 2	Pytorch	1.2.16 and later	Jul 2024
	yolov11-seg	Ultralytics YOLO11	Pytorch	1.2.14.1 and later	Sep 2024

Landmark classification

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	places365	Release of Places365-CNNs	Pytorch	1.2.5 and later	Oct 2016
	landmarks_classifier_asia	Landmarks classifier_asia_V1.1	TensorFlow Hub	1.2.4 and later	Apr 2020	EN JP

Line segment detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	dexined	DexiNed: Dense Extreme Inception Network for Edge Detection	Pytorch	1.2.5 and later	Sep 2019
	mlsd	M-LSD: Towards Light-weight and Real-time Line Segment Detection	TensorFlow	1.2.8 and later	Jun 2021	EN JP

Low Light Image Enhancement

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	agllnet	AGLLNet: Attention Guided Low-light Image Enhancement (IJCV 2021)	Pytorch	1.2.9 and later	Aug 2019	EN JP
	drbn_skf	DRBN SKF	Pytorch	1.2.14 and later	Apr 2023

Natural language processing

Bert

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert	pytorch-pretrained-bert	Pytorch	1.2.2 and later	Oct 2018	EN JP
bert_maskedlm	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018
bert_question_answering	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018

Embedding

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
sentence_transformers_japanese	sentence transformers	Pytorch	1.2.7 and later	Aug 2019	JP
multilingual-e5	multilingual-e5-base	Pytorch	1.2.15 and later	Dec 2022	JP
glucose	GLuCoSE (General Luke-based Contrastive Sentence Embedding)-base-Japanese	Pytorch	1.2.15 and later	Jul 2023
ruri-v3	ruri-v3-310m	Pytorch	1.2.13 and later	Apr 2025
embeddinggemma	EmbeddingGemma	Pytorch	1.2.14 and later	Sep 2025	JP

Error corrector

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert_insert_punctuation	bert-japanese	Pytorch	1.2.15 and later	Nov 2019
bertjsc	bertjsc	Pytorch	1.2.15 and later	Mar 2023
t5_whisper_medical	error correction of medical terms using t5	Pytorch	1.2.13 and later

Grapheme to phoneme

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
g2p_en	g2p_en	Pytorch	1.2.14 and later	Jan 2019	JP
g2pw	g2pW	Pytorch	1.2.9 and later	Mar 2022
soundchoice-g2p	Hugging Face - speechbrain/soundchoice-g2p	Pytorch	1.2.16 and later	Jul 2022

Named entity recognition

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert_ner	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018
t5_base_japanese_ner	t5-japanese	Pytorch	1.2.13 and later	Mar 2021
bert_ner_japanese	jurabi/bert-ner-japanese	Pytorch	1.2.10 and later	Mar 2023

Reranker

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
cross_encoder_mmarco	jeffwan/mmarco-mMiniLMv2-L12-H384-v	Pytorch	1.2.10 and later	Sep 2022	JP
japanese-reranker-cross-encoder	hotchpotch/japanese-reranker-cross-encoder-large-v1	Pytorch	1.2.16 and later	Apr 2024

Sentence generation

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
gpt2	GPT-2	Pytorch	1.2.7 and later	Feb 2019
rinna_gpt2	japanese-pretrained-models	Pytorch	1.2.7 and later	Apr 2021

Sentiment analysis

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert_sentiment_analysis	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018
bert_tweets_sentiment	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018

Summarize

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert_sum_ext	BERTSUMEXT	Pytorch	1.2.7 and later	May 2019
presumm	PreSumm	Pytorch	1.2.8 and later	Aug 2019
t5_base_japanese_title_generation	t5-japanese	Pytorch	1.2.13 and later	Mar 2021	JP
t5_base_summarization	t5-japanese	Pytorch	1.2.13 and later	Mar 2021

Translation

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
fugumt-en-ja	Fugu-Machine Translator	Pytorch	1.2.9 and later	Nov 2020	JP
fugumt-ja-en	Fugu-Machine Translator	Pytorch	1.2.10 abd later	Nov 2020

Zero shot classification

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert_zero_shot_classification	huggingface/transformers	Pytorch	1.2.5 and later	Oct 2018
multilingual-minilmv2	MoritzLaurer/multilingual-MiniLMv2-L12-mnli-xnli	Pytorch	1.2.10 and later	Jun 2022

Network intrusion detection

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
bert-network-packet-flow-header-payload	bert-network-packet-flow-header-payload	Pytorch	1.2.10 and later	Sep 2023
falcon-adapter-network-packet	falcon-adapter-network-packet	Pytorch	1.2.10 and later	Sep 2023

Neural Rendering

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	nerf	NeRF: Neural Radiance Fields	Tensorflow	1.2.10 and later	Mar 2020	EN JP
	TripoSR	TripoSR	Pytorch	1.2.6 and later	Mar 2024

NSFW detector

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
clip-based-nsfw-detector	CLIP-based-NSFW-Detector	Keras	1.2.10 and later	Mar 2022	JP

Object detection

CNN

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	yolov1-tiny	YOLO: Real-Time Object Detection	Darknet	1.1.0 and later	Jun 2015	JP
	yolov2	YOLO: Real-Time Object Detection	Pytorch	1.2.0 and later	Dec 2016
	yolov2-tiny	YOLO: Real-Time Object Detection	Pytorch	1.2.6 and later	Dec 2016
	maskrcnn	Mask R-CNN: real-time neural network for object instance segmentation	Pytorch	1.2.3 and later	Mar 2017
	yolov3	YOLO: Real-Time Object Detection	ONNX Runtime	1.2.1 and later	Apr 2018	EN JP
	yolov3-tiny	YOLO: Real-Time Object Detection	ONNX Runtime	1.2.1 and later	Apr 2018
	mobilenet_ssd	MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch	Pytorch	1.2.1 and later	Aug 2018	EN JP
	m2det	M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network	Pytorch	1.2.3 and later	Nov 2018	EN JP
	centernet	CenterNet : Objects as Points	Pytorch	1.2.1 and later	Apr 2019	EN JP
	yolact	You Only Look At CoefficienTs	Pytorch	1.2.6 and later	Apr 2019
	efficientdet	EfficientDet: Scalable and Efficient Object Detection, in PyTorch	Pytorch	1.2.6 and later	Nov 2019
	pedestrian_detection	Pedestrian-Detection-on-YOLOv3_Research-and-APP	Keras	1.2.1 and later	Mar 2020
	crowd_det	Detection in Crowded Scenes	Pytorch	1.2.13 and later	Mar 2020
	yolov4	Pytorch-YOLOv4	Pytorch	1.2.4 and later	Apr 2020	EN JP
	yolov4-tiny	Pytorch-YOLOv4	Pytorch	1.2.5 and later	Apr 2020
	yolov5	yolov5	Pytorch	1.2.5 and later	May 2020	EN JP
	poly_yolo	Poly YOLO	Keras	1.2.6 and later	May 2020
	nanodet	NanoDet	Pytorch	1.2.6 and later	Nov 2020
	yolor	yolor	Pytorch	1.2.5 and later	May 2021
	yolox	YOLOX	Pytorch	1.2.6 and later	Jul 2021	EN JP
	picodet	PP-PicoDet	Pytorch	1.2.10 and later	Nov 2021
	yolox-ti-lite	edgeai-yolox	Pytorch	1.2.9 and later	Dec 2021
	yolov7	YOLOv7	Pytorch	1.2.7 and later	Jul 2022
	fastest-det	FastestDet	Pytorch	1.2.5 and later	Jul 2022
	yolov	YOLOV	Pytorch	1.2.10 and later	Aug 2022
	yolov6	YOLOV6	Pytorch	1.2.10 and later	Sep 2022
	damo_yolo	DAMO-YOLO	Pytorch	1.2.9 and later	Nov 2022
	yolov8	YOLOv8	Pytorch	1.2.14.1 and later	Jan 2023
	yolox_body_head_hand_face	YOLOX-Body-Head-Hand-Face	Pytorch	1.2.15 and later	Jan 2024
	yolov9	YOLOv9	Pytorch	1.2.10 and later	Feb 2024
	yolov10	YOLOv10	Pytorch	1.2.11 and later	May 2024
	yolov11	YOLOv11	Pytorch	1.2.14 and later	Sep 2024
	yolov12	YOLOv12	Pytorch	1.2.14 and later	Feb 2025

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
	rt-detr-v2	RT-DETR	Pytorch	1.2.13 and later	Jul 2024	JP

Specific target

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	traffic-sign-detection	Traffic Sign Detection	Tensorflow	1.2.10 and later	Aug 2018	EN JP
	sku110k-densedet	SKU110K-DenseDet	Pytorch	1.2.9 and later	Apr 2019	EN JP
	footandball	FootAndBall: Integrated player and ball detector	Pytorch	1.2.0 and later	Dec 2019
	qrcode_wechatqrcode	qrcode_wechatqrcode	Caffe	1.2.15 and later	Mar 2021
	mobile_object_localizer	mobile_object_localizer_v1	TensorFlow Hub	1.2.6 and later	Jun 2021	EN JP
	layout_parsing	unstructured-inference	Pytorch	1.2.9 and later	Dec 2022

Object detection 3d

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	3d_bbox	3D Bounding Box Estimation Using Deep Learning and Geometry	Pytorch	1.2.6 and later	Dec 2016
	d4lcn	D4LCN	Pytorch	1.2.9 and later	Dec 2019
	egonet	EgoNet	Pytorch	1.2.9 and later	Nov 2020
	mediapipe_objectron	MediaPipe Objectron	TensorFlow Lite	1.2.5 and later	Dec 2020
	3d-object-detection.pytorch	3d-object-detection.pytorch	Pytorch	1.2.8 and later	Feb 2021	EN JP
	did_m3d	DID M3D	Pytorch	1.2.11 and later	Jul 2022

Object tracking

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	deepsort	Deep Sort with PyTorch	Pytorch	1.2.3 and later	Mar 2017	EN JP
	person_reid_baseline_pytorch	UTS-Person-reID-Practical	Pytorch	1.2.6 and later	Mar 2019
	abd_net	Attentive but Diverse Person Re-Identification	Pytorch	1.2.7 and later	Aug 2019
	deepsort_vehicle	Multi-Camera Live Object Tracking	Pytorch	1.2.9 and later	May 2020
	qd-3dt	Monocular Quasi-Dense 3D Object Tracking	Pytorch	1.2.11 and later	Mar 2021
	centroids-reid	On the Unreasonable Effectiveness of Centroids in Image Retrieval	Pytorch	1.2.9 and later	Apr 2021
	siam-mot	SiamMOT	Pytorch	1.2.9 and later	May 2021
	bytetrack	ByteTrack	Pytorch	1.2.5 and later	Oct 2021	EN JP
	strong_sort	StrongSORT	Pytorch	1.2.15 and later	Feb 2022
	samurai	SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory	Pytorch	1.6.1 and later	Nov 2024

Optical Flow Estimation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	raft	RAFT: Recurrent All Pairs Field Transforms for Optical Flow	Pytorch	1.2.6 and later	Mar 2020	EN JP
	cotracker3	CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos	Pytorch	1.6.1 and later	Oct 2024

Point segmentation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	pointnet_pytorch	PointNet.pytorch	Pytorch	1.2.6 and later	Dec 2016

Pose estimation

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	openpose	Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)	Caffe	1.2.1 and later	Nov 2016
	posenet	PoseNet Pytorch	Pytorch	1.2.10 and later	Jan 2017
	pose_resnet	Simple Baselines for Human Pose Estimation and Tracking	Pytorch	1.2.1 and later	Apr 2018	EN JP
	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	Nov 2018	EN JP
	animalpose	MMPose - 2D animal pose estimation	Pytorch	1.2.7 and later	Aug 2019	EN JP
	efficientpose	Code repo for EfficientPose	TensorFlow	1.2.6 and later	Apr 2020
	blazepose	MediaPipePyTorch	Pytorch	1.2.5 and later	Jun 2020
	mediapipe_holistic	MediaPipe Holistic	TensorFlow	1.2.9 and later	Dec 2020
	movenet	Code repo for movenet	TensorFlow	1.2.8 and later	May 2021	EN JP
	ap-10k	AP-10K	Pytorch	1.2.4 and later	Aug 2021
	e2pose	E2Pose	Tensorflow	1.2.5 and later	Oct 2022

Pose estimation 3d

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	pose-hg-3d	Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach	Pytorch	1.2.6 and later	Apr 2017
	3d-pose-baseline	A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.	TensorFlow	1.2.3 and later	May 2017
	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	Dec 2017
	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	Jul 2019
	gast	A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)	Pytorch	1.2.7 and later	Mar 2020	EN JP
	blazepose-fullbody	MediaPipe	TensorFlow Lite	1.2.5 and later	Jun 2020	EN JP
	mediapipe_pose_world_landmarks	MediaPipe Pose real-world 3D coordinates	TensorFlow Lite	1.2.10 and later	Jun 2022

Road detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	road-segmentation-adas	road-segmentation-adas-0001	OpenVINO	1.2.5 and later	Sep 2018
	codes-for-lane-detection	Codes-for-Lane-Detection	Pytorch	1.2.6 and later	Aug 2019	EN JP
	ultra-fast-lane-detection	Ultra-Fast-Lane-Detection	Pytorch	1.2.6 and later	Apr 2020
	polylanenet	PolyLaneNet	Pytorch	1.2.9 and later	Apr 2020
	roneld	RONELD-Lane-Detection	Pytorch	1.2.6 and later	Oct 2020
	lstr	LSTR	Pytorch	1.2.8 and later	Nov 2020
	yolop	YOLOP	Pytorch	1.2.6 and later	Aug 2021
	cdnet	CDNet	Pytorch	1.2.5 and later	Feb 2022
	hybridnets	HybridNets	Pytorch	1.2.6 and later	Mar 2022

Rotation prediction

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	rotnet	CNNs for predicting the rotation angle of an image to correct its orientation	Keras	1.2.1 and later	Mar 2018

Style transfer

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	adain	Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization	Pytorch	1.2.1 and later	Mar 2017	EN JP
	pix2pixHD	pix2pixHD: High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs	Pytorch	1.2.6 and later	Nov 2017
	beauty_gan	BeautyGAN	Pytorch	1.2.7 and later	Jul 2018
	psgan	PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer	Pytorch	1.2.7 and later	Sep 2019
	animeganv2	PyTorch Implementation of AnimeGANv2	Pytorch	1.2.5 and later	Nov 2020
	EleGANt	EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer	Pytorch	1.2.15 and later	Jul 2022

Super resolution

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	srresnet	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	Pytorch	1.2.0 and later	Sep 2016	EN JP
	edsr	Enhanced Deep Residual Networks for Single Image Super-Resolution	Pytorch	1.2.6 and later	Jul 2017	EN JP
	han	Single Image Super-Resolution via a Holistic Attention Network	Pytorch	1.2.6 and later	Aug 2020
	real-esrgan	Real-ESRGAN	Pytorch	1.2.9 and later	Jul 2021	JP
	swinir	SwinIR: Image Restoration Using Swin Transformer	Pytorch	1.2.12 and later	Aug 2021
	rcan-it	Revisiting RCAN: Improved Training for Image Super-Resolution	Pytorch	1.2.10 and later	Jan 2022
	Hat	Hat	Pytorch	1.2.6 and later	May 2022
	SPAN	SPAN	Pytorch	1.2.14 and later	Nov 2023	JP

Text detection

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	east	EAST: An Efficient and Accurate Scene Text Detector	TensorFlow	1.2.6 and later	Apr 2017
	pixel_link	Pixel-Link	TensorFlow	1.2.6 and later	Jan 2018
	craft_pytorch	CRAFT: Character-Region Awareness For Text detection	Pytorch	1.2.2 and later	Apr 2019

Text recognition

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	etl	Japanese Character Classification	Keras	1.1.0 and later	1973	JP
	crnn.pytorch	Convolutional Recurrent Neural Network	Pytorch	1.2.6 and later	Jul 2015
	deep-text-recognition-benchmark	deep-text-recognition-benchmark	Pytorch	1.2.6 and later	Apr 2019
	easyocr	Ready-to-use OCR with 80+ supported languages	Pytorch	1.2.6 and later	Apr 2020
	paddleocr	PaddleOCR : Awesome multilingual OCR toolkits based on PaddlePaddle	Pytorch	1.2.6 and later	Sep 2020	EN JP
	donut	Donut	Pytorch	1.2.16 and later	Nov 2021
	ndlocr_text_recognition	NDL OCR	Pytorch	1.2.5 and later	Apr 2022
	paddleocr_v3	PaddleOCR : Awesome multilingual OCR toolkits based on PaddlePaddle	Pytorch	1.2.17 and later	Jun 2022	JP

Time-Series Forecasting

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
informer2020	Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI'21 Best Paper)	Pytorch	1.2.10 and later	Dec 2020
timesfm	TimesFM	Pytorch	1.2.16 and later	Oct 2023	JP

Vehicle recognition

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	vehicle-attributes-recognition-barrier	vehicle-attributes-recognition-barrier-0042	OpenVINO	1.2.5 and later	May 2018	EN JP
	vehicle-license-plate-detection-barrier	vehicle-license-plate-detection-barrier-0106	OpenVINO	1.2.5 and later	May 2018

Vision Language Model

	Model	Reference	Exported From	Supported Ailia Version	Date	Blog
	llava	LLaVA	Pytorch	1.2.16 and later	Apr 2023	JP
	florence2	Hugging Face - microsoft/Florence-2-base	Pytorch	1.2.16 and later	Nov 2023	JP
	mobilevlm	MobileVLM	Pytorch	1.5.0 and later	Dec 2023
	llava-jp	LLaVA-JP	Pytorch	1.5.0 and later	Jan 2024
	qwen2_vl	Qwen2-VL	Pytorch	1.5.0 and later	Sep 2024	JP

Commercial model

Model	Reference	Exported From	Supported Ailia Version	Date	Blog
acculus-pose	Acculus, Inc.	Caffe	1.2.3 and later	May 2018

Other platforms

Prototype with ailia MODELS (Python), then deploy to production.

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

Contact

• Contact us
• Mail