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Title: GitHub - xlite-dev/lite.ai.toolkit: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉 · GitHub

Open Graph Title: GitHub - xlite-dev/lite.ai.toolkit: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

X Title: GitHub - xlite-dev/lite.ai.toolkit: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

Description: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉 - xlite-dev/lite.ai.toolkit

Open Graph Description: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉 - xlite-dev/lite.ai.toolkit

X Description: 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉 - xlite-dev/lite.ai.toolkit

Opengraph URL: https://github.com/xlite-dev/lite.ai.toolkit

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	https://github.com/DefTruth/lite.ai#-news-
🎉v1.3.0	https://github.com/vipshop/cache-dit
Ring	https://cache-dit.readthedocs.io/en/latest/user_guide/CONTEXT_PARALLEL
batched P2P	https://cache-dit.readthedocs.io/en/latest/user_guide/CONTEXT_PARALLEL
USP	https://cache-dit.readthedocs.io/en/latest/user_guide/CONTEXT_PARALLEL/
USP + TP	https://cache-dit.readthedocs.io/en/latest/user_guide/HYBRID_PARALLEL/
	https://github.com/vipshop/cache-dit/raw/main/assets/arch_v2.png
Awesome-LLM-Inference	https://github.com/xlite-dev/Awesome-LLM-Inference
	https://camo.githubusercontent.com/9d126c3db8924d8fc1f124f369af372c5f1c012e71ce9ea9e89f76d9fe537f1b/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f786c6974652d6465762f417765736f6d652d4c4c4d2d496e666572656e63652e7376673f7374796c653d736f6369616c
LeetCUDA	https://github.com/xlite-dev/LeetCUDA
	https://camo.githubusercontent.com/52895e22262ccf9596b7460ca2ee09bb9dffc7b46981c29425977310782f9885/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f786c6974652d6465762f4c656574435544412e7376673f7374796c653d736f6369616c
lite.ai.toolkit	https://github.com/xlite-dev/lite.ai.toolkit
	https://camo.githubusercontent.com/cfcf723ee973ca58b1273a19846e64a9223ed80f7d86d847edc2db225d04ac4b/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f786c6974652d6465762f6c6974652e61692e746f6f6c6b69742e7376673f7374796c653d736f6369616c
@wangzijian1010	https://github.com/wangzijian1010
	https://github.com/DefTruth/lite.ai#citations-
	https://github.com/DefTruth/lite.ai#features-
examples	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Examples-for-Lite.AI.ToolKit
build	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Build-Lite.AI.ToolKit
300+	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Supported-Models-Matrix
500+	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md
Supported-Matrix	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Supported-Models-Matrix
	https://github.com/DefTruth/lite.ai#build-
tag/v0.2.0	https://github.com/xlite-dev/lite.ai.toolkit/releases/tag/v0.2.0
	https://github.com/DefTruth/lite.ai#quick-start-
YOLOv5	https://github.com/ultralytics/yolov5
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example0-object-detection-using-yolov5-download-model-from-model-zoo2
tag/v0.2.0	https://github.com/xlite-dev/lite.ai.toolkit/releases/tag/v0.2.0
TensorRT	https://github.com/NVIDIA/TensorRT
	https://github.com/DefTruth/lite.ai#tensorrt-boost-inference-performance-with-nvidia-gpu-via-tensorrt
build.sh	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/build.sh
tensorrt-linux-x86_64-install.zh.md	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/docs/tensorrt/tensorrt-linux-x86_64.zh.md
test_lite_yolov5.cpp	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5.cpp
NVIDIA/TensorRT	https://github.com/NVIDIA/TensorRT
	https://github.com/DefTruth/lite.ai#quick-setup-
	https://github.com/DefTruth/lite.ai#mixed-with-mnn-or-onnxruntime-
mnn_config.h	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/lite/mnn/core/mnn_config.h
ort_config.h	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/lite/ort/core/ort_config.h
	https://github.com/DefTruth/lite.ai#download-resources
tag/v0.2.0	https://github.com/xlite-dev/lite.ai.toolkit/releases/tag/v0.2.0
	https://github.com/DefTruth/lite.ai#write-test-code
	https://github.com/DefTruth/lite.ai#setup-cmakeliststxt
	https://github.com/DefTruth/lite.ai#build-example
	https://github.com/DefTruth/lite.ai#run-binary
	https://github.com/DefTruth/lite.ai#supported-models-matrix
	https://github.com/DefTruth/lite.ai#nvidia-gpu-inference-tensorrt
YOLOv5	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5.cpp
YOLOv6	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov6.cpp
YOLOv8	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov8.cpp
YOLOv8Face	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov8face.cpp
YOLOv5Face	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolo5face.cpp
YOLOX	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolox.cpp
YOLOv5BlazeFace	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5_blazeface.cpp
StableDiffusion	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/sd/test_lite_sd_pipeline.cpp
FaceFusion	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_facefusion_pipeline_gpu.cpp
	https://github.com/DefTruth/lite.ai#cpu-inference-onnxruntime-mnn-ncnn-and-tnn
YoloV5	https://github.com/ultralytics/yolov5
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5.cpp
YoloV3	https://github.com/onnx/models/blob/master/vision/object_detection_segmentation/yolov3
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov3.cpp
TinyYoloV3	https://github.com/onnx/models/blob/master/vision/object_detection_segmentation/tiny-yolov3
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_tiny_yolov3.cpp
YoloV4	https://github.com/argusswift/YOLOv4-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov4.cpp
SSD	https://github.com/onnx/models/blob/master/vision/object_detection_segmentation/ssd
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ssd.cpp
SSDMobileNetV1	https://github.com/onnx/models/blob/master/vision/object_detection_segmentation/ssd-mobilenetv1
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ssd_mobilenetv1.cpp
YoloX	https://github.com/Megvii-BaseDetection/YOLOX
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolox.cpp
TinyYoloV4VOC	https://github.com/bubbliiiing/yolov4-tiny-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_tiny_yolov4_voc.cpp
TinyYoloV4COCO	https://github.com/bubbliiiing/yolov4-tiny-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_tiny_yolov4_coco.cpp
YoloR	https://github.com/WongKinYiu/yolor
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolor.cpp
ScaledYoloV4	https://github.com/WongKinYiu/ScaledYOLOv4
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_scaled_yolov4.cpp
EfficientDet	https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficientdet.cpp
EfficientDetD7	https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficientdet_d7.cpp
EfficientDetD8	https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficientdet_d8.cpp
YOLOP	https://github.com/hustvl/YOLOP
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolop.cpp
NanoDet	https://github.com/RangiLyu/nanodet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_nanodet.cpp
NanoDetPlus	https://github.com/RangiLyu/nanodet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_nanodet_plus.cpp
NanoDetEffi...	https://github.com/RangiLyu/nanodet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_nanodet_efficientnet_lite.cpp
YoloX_V_0_1_1	https://github.com/Megvii-BaseDetection/YOLOX
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolox_v0.1.1.cpp
YoloV5_V_6_0	https://github.com/ultralytics/yolov5
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5_v6.0.cpp
GlintArcFace	https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_glint_arcface.cpp
GlintCosFace	https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_glint_cosface.cpp
GlintPartialFC	https://github.com/deepinsight/insightface/tree/master/recognition/partial_fc
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_glint_partial_fc.cpp
FaceNet	https://github.com/timesler/facenet-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_facenet.cpp
FocalArcFace	https://github.com/ZhaoJ9014/face.evoLVe.PyTorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_focal_arcface.cpp
FocalAsiaArcFace	https://github.com/ZhaoJ9014/face.evoLVe.PyTorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_focal_asia_arcface.cpp
TencentCurricularFace	https://github.com/Tencent/TFace/tree/master/tasks/distfc
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_tencent_curricular_face.cpp
TencentCifpFace	https://github.com/Tencent/TFace/tree/master/tasks/cifp
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_tencent_cifp_face.cpp
CenterLossFace	https://github.com/louis-she/center-loss.pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_center_loss_face.cpp
SphereFace	https://github.com/clcarwin/sphereface_pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_sphere_face.cpp
PoseRobustFace	https://github.com/penincillin/DREAM
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pose_robust_face.cpp
NaivePoseRobustFace	https://github.com/penincillin/DREAM
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_naive_pose_robust_face.cpp
MobileFaceNet	https://github.com/Xiaoccer/MobileFaceNet_Pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobile_facenet.cpp
CavaGhostArcFace	https://github.com/cavalleria/cavaface.pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_cava_ghost_arcface.cpp
CavaCombinedFace	https://github.com/cavalleria/cavaface.pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_cava_combined_face.cpp
MobileSEFocalFace	https://github.com/grib0ed0v/face_recognition.pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobilese_focal_face.cpp
RobustVideoMatting	https://github.com/PeterL1n/RobustVideoMatting
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_rvm.cpp
MGMatting	https://github.com/yucornetto/MGMatting
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mg_matting.cpp
MODNet	https://github.com/ZHKKKe/MODNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_modnet.cpp
MODNetDyn	https://github.com/ZHKKKe/MODNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_modnet_dyn.cpp
BackgroundMattingV2	https://github.com/PeterL1n/BackgroundMattingV2
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_backgroundmattingv2.cpp
BackgroundMattingV2Dyn	https://github.com/PeterL1n/BackgroundMattingV2
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_backgroundmattingv2_dyn.cpp
UltraFace	https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ultraface.cpp
RetinaFace	https://github.com/biubug6/Pytorch_Retinaface
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_retinaface.cpp
FaceBoxes	https://github.com/zisianw/FaceBoxes.PyTorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_faceboxes.cpp
FaceBoxesV2	https://github.com/jhb86253817/FaceBoxesV2
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_faceboxesv2.cpp
SCRFD	https://github.com/deepinsight/insightface/blob/master/detection/scrfd/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_scrfd.cpp
YOLO5Face	https://github.com/deepcam-cn/yolov5-face
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolo5face.cpp
PFLD	https://github.com/Hsintao/pfld_106_face_landmarks
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pfld.cpp
PFLD98	https://github.com/polarisZhao/PFLD-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pfld98.cpp
MobileNetV268	https://github.com/cunjian/pytorch_face_landmark
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobilenetv2_68.cpp
MobileNetV2SE68	https://github.com/cunjian/pytorch_face_landmark
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobilenetv2_se_68.cpp
PFLD68	https://github.com/cunjian/pytorch_face_landmark
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pfld68.cpp
FaceLandmark1000	https://github.com/Single430/FaceLandmark1000
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_landmarks_1000.cpp
PIPNet98	https://github.com/jhb86253817/PIPNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pipnet98.cpp
PIPNet68	https://github.com/jhb86253817/PIPNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pipnet68.cpp
PIPNet29	https://github.com/jhb86253817/PIPNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pipnet29.cpp
PIPNet19	https://github.com/jhb86253817/PIPNet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_pipnet19.cpp
FSANet	https://github.com/omasaht/headpose-fsanet-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_fsanet.cpp
AgeGoogleNet	https://github.com/onnx/models/tree/master/vision/body_analysis/age_gender
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_age_googlenet.cpp
GenderGoogleNet	https://github.com/onnx/models/tree/master/vision/body_analysis/age_gender
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_gender_googlenet.cpp
EmotionFerPlus	https://github.com/onnx/models/blob/master/vision/body_analysis/emotion_ferplus
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_emotion_ferplus.cpp
VGG16Age	https://github.com/onnx/models/tree/master/vision/body_analysis/age_gender
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_vgg16_age.cpp
VGG16Gender	https://github.com/onnx/models/tree/master/vision/body_analysis/age_gender
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_vgg16_gender.cpp
SSRNet	https://github.com/oukohou/SSR_Net_Pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ssrnet.cpp
EfficientEmotion7	https://github.com/HSE-asavchenko/face-emotion-recognition
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficient_emotion7.cpp
EfficientEmotion8	https://github.com/HSE-asavchenko/face-emotion-recognition
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficient_emotion8.cpp
MobileEmotion7	https://github.com/HSE-asavchenko/face-emotion-recognition
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobile_emotion7.cpp
ReXNetEmotion7	https://github.com/HSE-asavchenko/face-emotion-recognition
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_rexnet_emotion7.cpp
EfficientNetLite4	https://github.com/onnx/models/blob/master/vision/classification/efficientnet-lite4
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_efficientnet_lite4.cpp
ShuffleNetV2	https://github.com/onnx/models/blob/master/vision/classification/shufflenet
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_shufflenetv2.cpp
DenseNet121	https://pytorch.org/hub/pytorch_vision_densenet/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_densenet.cpp
GhostNet	https://pytorch.org/hub/pytorch_vision_ghostnet/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ghostnet.cpp
HdrDNet	https://pytorch.org/hub/pytorch_vision_hardnet//
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_hardnet.cpp
IBNNet	https://pytorch.org/hub/pytorch_vision_ibnnet/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_ibnnet.cpp
MobileNetV2	https://pytorch.org/hub/pytorch_vision_mobilenet_v2/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobilenetv2.cpp
ResNet	https://pytorch.org/hub/pytorch_vision_resnet/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_resnet.cpp
ResNeXt	https://pytorch.org/hub/pytorch_vision_resnext/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_resnext.cpp
DeepLabV3ResNet101	https://pytorch.org/hub/pytorch_vision_deeplabv3_resnet101/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_deeplabv3_resnet101.cpp
FCNResNet101	https://pytorch.org/hub/pytorch_vision_fcn_resnet101/
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_fcn_resnet101.cpp
FastStyleTransfer	https://github.com/onnx/models/blob/master/vision/style_transfer/fast_neural_style
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_fast_style_transfer.cpp
Colorizer	https://github.com/richzhang/colorization
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_colorizer.cpp
SubPixelCNN	https://github.com/niazwazir/SUB_PIXEL_CNN
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_subpixel_cnn.cpp
SubPixelCNN	https://github.com/niazwazir/SUB_PIXEL_CNN
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_subpixel_cnn.cpp
InsectDet	https://github.com/quarrying/quarrying-insect-id
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_insectdet.cpp
InsectID	https://github.com/quarrying/quarrying-insect-id
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_insectid.cpp
PlantID	https://github.com/quarrying/quarrying-plant-id
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_plantid.cpp
YOLOv5BlazeFace	https://github.com/deepcam-cn/yolov5-face
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5_blazeface.cpp
YoloV5_V_6_1	https://github.com/ultralytics/yolov5/releases/tag/v6.1
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov5_v6.1.cpp
HeadSeg	https://github.com/minivision-ai/photo2cartoon
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_head_seg.cpp
FemalePhoto2Cartoon	https://github.com/minivision-ai/photo2cartoon
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_female_photo2cartoon.cpp
FastPortraitSeg	https://github.com/YexingWan/Fast-Portrait-Segmentation
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_fast_portrait_seg.cpp
PortraitSegSINet	https://github.com/clovaai/ext_portrait_segmentation
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_portrait_seg_sinet.cpp
PortraitSegExtremeC3Net	https://github.com/clovaai/ext_portrait_segmentation
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_portrait_seg_extremec3net.cpp
FaceHairSeg	https://github.com/kampta/face-seg
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_hair_seg.cpp
HairSeg	https://github.com/akirasosa/mobile-semantic-segmentation
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_hair_seg.cpp
MobileHumanMatting	https://github.com/lizhengwei1992/mobile_phone_human_matting
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobile_human_matting.cpp
MobileHairSeg	https://github.com/wonbeomjang/mobile-hair-segmentation-pytorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_mobile_hair_seg.cpp
YOLOv6	https://github.com/meituan/YOLOv6
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_yolov6.cpp
FaceParsingBiSeNet	https://github.com/zllrunning/face-parsing.PyTorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_parsing_bisenet.cpp
FaceParsingBiSeNetDyn	https://github.com/zllrunning/face-parsing.PyTorch
demo	https://github.com/xlite-dev/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_parsing_bisenet_dyn.cpp
	https://github.com/DefTruth/lite.ai#model-zoo
100+	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md
500+	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md
lite::cv::detection::YoloV5	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-object-detection
Examples for Lite.Ai.ToolKit	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Examples-for-Lite.AI.ToolKit
Baidu Drive	https://pan.baidu.com/s/1elUGcx7CZkkjEoYhTMwTRQ
Google Drive	https://drive.google.com/drive/folders/1p6uBcxGeyS1exc-T61vL8YRhwjYL4iD2?usp=sharing
ONNX Docker v0.1.22.01.08 (28G), v0.1.22.02.02 (400M)	https://hub.docker.com/r/qyjdefdocker/lite.ai.toolkit-onnx-hub/tags
ONNX Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md
Baidu Drive	https://pan.baidu.com/s/1KyO-bCYUv6qPq2M8BH_Okg
MNN Docker v0.1.22.01.08 (11G), v0.1.22.02.02 (213M)	https://hub.docker.com/r/qyjdefdocker/lite.ai.toolkit-mnn-hub/tags
MNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.mnn.md
Baidu Drive	https://pan.baidu.com/s/1hlnqyNsFbMseGFWscgVhgQ
NCNN Docker v0.1.22.01.08 (9G), v0.1.22.02.02 (197M)	https://hub.docker.com/r/qyjdefdocker/lite.ai.toolkit-ncnn-hub/tags
NCNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.ncnn.md
Baidu Drive	https://pan.baidu.com/s/1lvM2YKyUbEc5HKVtqITpcw
TNN Docker v0.1.22.01.08 (11G), v0.1.22.02.02 (217M)	https://hub.docker.com/r/qyjdefdocker/lite.ai.toolkit-tnn-hub/tags
TNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.tnn.md
	https://github.com/DefTruth/lite.ai#️-how-to-download-model-zoo-from-docker-hub
	https://github.com/DefTruth/lite.ai#model-hubs
Model Zoo	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-Model-Zoo
ONNX Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md
MNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.mnn.md
TNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.tnn.md
NCNN Hub	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.ncnn.md
	https://github.com/DefTruth/lite.ai#️-more-examples
examples	https://github.com/xlite-dev/lite.ai.toolkit/tree/main/examples/lite/cv
YOLOv5	https://github.com/ultralytics/yolov5
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example0-object-detection-using-yolov5-download-model-from-model-zoo2-1
	https://private-user-images.githubusercontent.com/31974251/243043493-44dbf4ac-0f38-41b6-930b-55b032b3c2ee.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.vQYXX4WHpq64J1Lgus_KdRkT56ejqWgkyiccL2EZGUE
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YOLOX	https://github.com/Megvii-BaseDetection/YOLOX
YoloR	https://github.com/WongKinYiu/yolor
RobustVideoMatting2021🔥🔥🔥	https://github.com/PeterL1n/RobustVideoMatting
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example1-video-matting-using-robustvideomatting2021-download-model-from-model-zoo2
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FaceLandmarks1000	https://github.com/Single430/FaceLandmark1000
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example2-1000-facial-landmarks-detection-using-facelandmarks1000-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243043334-318691ec-7226-4d55-990b-a320635d8910.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.Qg1t7pVM8u8DeH5i-mw-lcU85ZV19bx6O0g2sEelcYQ
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colorization	https://github.com/richzhang/colorization
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example3-colorization-using-colorization-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243152909-022dd4ab-1048-4d51-8e84-f839464d013e.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODQ0NTc3NzIsIm5iZiI6MTc4NDQ1NzQ3MiwicGF0aCI6Ii8zMTk3NDI1MS8yNDMxNTI5MDktMDIyZGQ0YWItMTA0OC00ZDUxLThlODQtZjgzOTQ2NGQwMTNlLmpwZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MTklMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzE5VDEwMzc1MlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTMzOTE0OTQ0NzFjYTg4YmU4Y2ZkNGZkODA3NWJiOGFjZWFmMzJjMzlhYWE0Njk4MDVkYmQyZTU5M2EwZDMyM2ImWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRmpwZWcifQ.FbdbcgI-1enW-0qBEETW8ir9WmMUl5iekC4I7kJW4nI
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ArcFace	https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example4-face-recognition-using-arcface-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243152793-8311a1e0-1945-4a70-a361-c15a6e55baab.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.1YmXAgTwH_5lakz16tXpyT3UjAyoHU6AhJlasT7g6NY
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SCRFD 2021	https://github.com/deepinsight/insightface/blob/master/detection/scrfd/
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example5-face-detection-using-scrfd-2021-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243042174-b913c502-93fc-4a29-8114-9a3450c512f0.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.czzjgsLhaZdogFCWBL4Jc1CDsC2_WH5UYy_kElTblfE
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DeepLabV3ResNet101	https://pytorch.org/hub/pytorch_vision_deeplabv3_resnet101/
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example6-object-segmentation-using-deeplabv3resnet101-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243152936-cf143f25-a233-40f1-a4b9-7ad52f691799.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODQ0NTc3NzIsIm5iZiI6MTc4NDQ1NzQ3MiwicGF0aCI6Ii8zMTk3NDI1MS8yNDMxNTI5MzYtY2YxNDNmMjUtYTIzMy00MGYxLWE0YjktN2FkNTJmNjkxNzk5LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MTklMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzE5VDEwMzc1MlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTJhYzZmOThhZjgwMzJjNjQ0ZGRmZTlmYTI0NDMzNTc1MWIzNzdlMmVhNTk4NDdlM2EwMWYxMWE0YTZkNzMzZTgmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRnBuZyJ9.hhqUTWM2yiQ12aeUMo9tPkTEOmj7u5IVph5oFAtYppg
	https://private-user-images.githubusercontent.com/31974251/243043299-f4dd5263-8514-4bb0-a0dd-dbe532481aff.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.ffdQtHRXYSXb5Hu0G_xyfwU4jyey_3GPmk76NKr2AFU
SSRNet	https://github.com/oukohou/SSR_Net_Pytorch
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example7-age-estimation-using-ssrnet--download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243043439-6dc688d9-95be-40f3-b9b8-1a2f69e39e1d.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODQ0NTc3NzIsIm5iZiI6MTc4NDQ1NzQ3MiwicGF0aCI6Ii8zMTk3NDI1MS8yNDMwNDM0MzktNmRjNjg4ZDktOTViZS00MGYzLWI5YjgtMWEyZjY5ZTM5ZTFkLmpwZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MTklMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzE5VDEwMzc1MlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTM5ODc5MDdmMjYzZmFkZmI5NDM4MmJmOTdiYjY1YWM0OTVkMjhjMDNlYTFjMzYzYmY3M2ZjODAwMmFkOTZkYWImWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRmpwZWcifQ.SmbEhnq2NvKD1eVdPJ4SWR4YNM5_ulJYeyWI4uodZAE
	https://private-user-images.githubusercontent.com/31974251/243043385-77089174-f744-4603-b417-c23caeb344d7.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.JYkvr2YaUQs3E34griTTaEc8UNXjGjJdezgJIfzIEp8
	https://private-user-images.githubusercontent.com/31974251/243043330-8f279483-5849-4356-885c-5806337ced2a.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.HHdeGclHx56MNCcnT-O0e8iCsfdd3ycD1dDpl78HgHc
DenseNet	https://pytorch.org/hub/pytorch_vision_densenet/
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example8-1000-classes-classification-using-densenet-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243152956-58e3b905-367d-486a-a3b6-062cef87d726.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.X4XgEgIr1NrXE2ZvuIIDsIE8dP2h-C21fJu3XyHQetM
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FSANet	https://github.com/omasaht/headpose-fsanet-pytorch
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example9-head-pose-estimation-using-fsanet-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243043381-20a18d56-297c-4c72-8153-76d4380fc9ec.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.nbK2CYdy65co4lAzqiCI9CKT2K-6evOGJj3KJ8YSYGk
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FastStyleTransfer	https://github.com/onnx/models/tree/master/vision/style_transfer/fast_neural_style
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example10-style-transfer-using-faststyletransfer-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243152989-c42af6ea-0b3a-4816-902a-9958fdef5653.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.QOLEQH0v2EbokSkS0gRm3UhDVrSmLgLHf9196qRuAQY
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HeadSeg	https://github.com/minivision-ai/photo2cartoon
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example11-human-head-segmentation-using-headseg-download-model-from-model-zoo2
	https://private-user-images.githubusercontent.com/31974251/243042099-5684e1d9-b3b1-45af-ac38-d9201490d46e.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.aVEG34CFrFx48kdPldXM-Gx1zauQAn6lheXRL29XwG8
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Photo2Cartoon	https://github.com/minivision-ai/photo2cartoon
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example12-photo-transfer-to-cartoon-photo2cartoon-download-model-from-model-zoo2
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	https://private-user-images.githubusercontent.com/31974251/243042078-e10e9624-3176-4137-988b-c73be6103fed.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODQ0NTc3NzIsIm5iZiI6MTc4NDQ1NzQ3MiwicGF0aCI6Ii8zMTk3NDI1MS8yNDMwNDIwNzgtZTEwZTk2MjQtMzE3Ni00MTM3LTk4OGItYzczYmU2MTAzZmVkLmpwZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjA3MTklMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwNzE5VDEwMzc1MlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWQ3NmZkYzEyM2UwYzRjNGYzNTZmY2Y4N2JkMWE5YWJhZGIwM2UxOTliMDg4ZmZkY2IwN2E2ZjA4OWIyOWI2ZjEmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JnJlc3BvbnNlLWNvbnRlbnQtdHlwZT1pbWFnZSUyRmpwZWcifQ.PL8bf64RJs9SSGV_fihEivOAyS8Qpzz09IdK3YQAFOQ
FaceParsing	https://github.com/zllrunning/face-parsing.PyTorch
2	https://github.com/DefTruth/lite.ai#lite.ai.toolkit-2
	https://github.com/DefTruth/lite.ai#example13-face-parsing-using-faceparsing-download-model-from-model-zoo2
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	https://github.com/DefTruth/lite.ai#️license
	https://github.com/DefTruth/lite.ai#contribute
	https://star-history.com/#xlite-dev/lite.ai.toolkit&Date
github.com/xlite-dev/lite.ai.toolkit	https://github.com/xlite-dev/lite.ai.toolkit
tensorrt	https://github.com/topics/tensorrt
mnn	https://github.com/topics/mnn
ncnn	https://github.com/topics/ncnn
onnx	https://github.com/topics/onnx
onnxruntime	https://github.com/topics/onnxruntime
yolov5	https://github.com/topics/yolov5
tnn	https://github.com/topics/tnn
mnn-model	https://github.com/topics/mnn-model
yolox	https://github.com/topics/yolox
robustvideomatting	https://github.com/topics/robustvideomatting
yolov6	https://github.com/topics/yolov6
stable-diffusion	https://github.com/topics/stable-diffusion
yolov8	https://github.com/topics/yolov8
facefusion	https://github.com/topics/facefusion
Readme	https://github.com/DefTruth/lite.ai#readme-ov-file
GPL-3.0 license	https://github.com/DefTruth/lite.ai#GPL-3.0-1-ov-file
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Activity	https://github.com/xlite-dev/lite.ai.toolkit/activity
Custom properties	https://github.com/xlite-dev/lite.ai.toolkit/custom-properties
782 forks	https://github.com/xlite-dev/lite.ai.toolkit/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fxlite-dev%2Flite.ai.toolkit&report=xlite-dev+%28user%29
Releases 14	https://github.com/xlite-dev/lite.ai.toolkit/releases
v0.3.4 Latest Jul 2, 2025	https://github.com/xlite-dev/lite.ai.toolkit/releases/tag/v0.3.4
+ 13 releases	https://github.com/xlite-dev/lite.ai.toolkit/releases
Packages 0	https://github.com/orgs/xlite-dev/packages?repo_name=lite.ai.toolkit
Please reload this page	https://github.com/DefTruth/lite.ai
Please reload this page	https://github.com/DefTruth/lite.ai
Contributors	https://github.com/xlite-dev/lite.ai.toolkit/graphs/contributors
Please reload this page	https://github.com/DefTruth/lite.ai
C++ 64.1%	https://github.com/xlite-dev/lite.ai.toolkit/search?l=c%2B%2B
C 35.6%	https://github.com/xlite-dev/lite.ai.toolkit/search?l=c
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