About ailia SDK

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

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
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
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
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
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
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
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

Name		Name	Last commit message	Last commit date
Latest commit History 6,369 Commits
.vscode		.vscode
action_recognition		action_recognition
anomaly_detection		anomaly_detection
audio_language_model/qwen_audio		audio_language_model/qwen_audio
audio_processing		audio_processing
autonomous_driving		autonomous_driving
background_removal		background_removal
commercial_model/acculus-pose		commercial_model/acculus-pose
crowd_counting		crowd_counting
deep_fashion		deep_fashion
depth_estimation		depth_estimation
diffusion		diffusion
face_detection		face_detection
face_identification		face_identification
face_recognition		face_recognition
face_restoration		face_restoration
face_swapping		face_swapping
frame_interpolation		frame_interpolation
generative_adversarial_networks		generative_adversarial_networks
hand_detection		hand_detection
hand_recognition		hand_recognition
image_captioning		image_captioning
image_classification		image_classification
image_inpainting		image_inpainting
image_manipulation		image_manipulation
image_restoration/nafnet		image_restoration/nafnet
image_segmentation		image_segmentation
landmark_classification		landmark_classification
line_segment_detection		line_segment_detection
low_light_image_enhancement		low_light_image_enhancement
natural_language_processing		natural_language_processing
network_intrusion_detection		network_intrusion_detection
neural_rendering		neural_rendering
nsfw_detector/clip-based-nsfw-detector		nsfw_detector/clip-based-nsfw-detector
object_detection		object_detection
object_detection_3d		object_detection_3d
object_tracking		object_tracking
optical_flow_estimation		optical_flow_estimation
point_segmentation/pointnet_pytorch		point_segmentation/pointnet_pytorch
pose_estimation		pose_estimation
pose_estimation_3d		pose_estimation_3d
road_detection		road_detection
rotation_prediction/rotnet		rotation_prediction/rotnet
scripts		scripts
style_transfer		style_transfer
super_resolution		super_resolution
text_detection		text_detection
text_recognition		text_recognition
time_series_forecasting		time_series_forecasting
util		util
vehicle_recognition		vehicle_recognition
vision_language_model		vision_language_model
.gitattributes		.gitattributes
.gitignore		.gitignore
ABOUT_AINYAN.md		ABOUT_AINYAN.md
CLAUDE.md		CLAUDE.md
README.md		README.md
TUTORIAL.md		TUTORIAL.md
TUTORIAL_jp.md		TUTORIAL_jp.md
ailia-models.png		ailia-models.png
ailia-models_A_241211.png		ailia-models_A_241211.png
ailia-models_B_241211.png		ailia-models_B_241211.png
ainyan.png		ainyan.png
hello_ailia.ipynb		hello_ailia.ipynb
launcher.png		launcher.png
launcher.py		launcher.py
requirements.txt		requirements.txt

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About ailia SDK

How to use

Documentation

Supported models

Latest update

Action recognition

Anomaly detection

Audio Language Model

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

Autonomous driving

Background removal

Crowd counting

Deep fashion

Depth estimation

Diffusion

Text to image

Text to audio

Others

Face detection

Face identification

Face recognition

Age gender estimation

Emotion recognition

Gaze estimation

Head pose estimation

Keypoint detection

Others

Face restoration

Face swapping

Frame Interpolation

Generative adversarial networks

Hand detection

Hand recognition

Image captioning

Image classification

CNN

Transformer

Specific task

Image inpainting

Image manipulation

Image restoration

Image segmentation

Landmark classification

Line segment detection

Low Light Image Enhancement

Natural language processing

Bert

Embedding

Error corrector

Grapheme to phoneme

Named entity recognition

Reranker

Sentence generation

Sentiment analysis

Summarize

Translation

Zero shot classification

Network intrusion detection

Neural Rendering

NSFW detector

Object detection

CNN

Transformer

Specific target

Object detection 3d

Packages