DeepSparkHub甄选上百个应用算法和模型,覆盖AI和通用计算各领域,支持主流市场智能计算场景,包括智慧城市、数字个人、医疗、教育、通信、能源等多个领域。
Computer Vision
Graph Neural Network (GNN)
High Performance Computing (HPC)
Natural Language Processing (NLP)
Recommendation
Speech
模型名称 | 框架 | 数据集 |
---|---|---|
ACmix | PyTorch | ImageNet |
ACNet | PyTorch | ImageNet |
AlexNet | PyTorch | ImageNet |
AlexNet | TensorFlow | ImageNet |
BYOL | PyTorch | ImageNet |
CBAM | PyTorch | ImageNet |
ConvNext | PyTorch | ImageNet |
CspDarknet53 | PyTorch | ImageNet |
DenseNet121 | PaddlePaddle | ImageNet |
DenseNet201 | PyTorch | ImageNet |
DPN92 | PyTorch | ImageNet |
DPN107 | PyTorch | ImageNet |
ECA_MobileNet_V2 | PyTorch | ImageNet |
ECA_RESNET152 | PyTorch | ImageNet |
Efficientb4 | PyTorch | ImageNet |
EfficientNetB0 | PaddlePaddle | ImageNet |
FasterNet | PyTorch | ImageNet |
GoogLeNet | PyTorch | ImageNet |
GoogLeNet | PaddlePaddle | ImageNet |
InceptionV3 | MindSpore | ImageNet |
InceptionV3 | PyTorch | ImageNet |
InceptionV3 | TensorFlow | ImageNet |
InceptionV4 | PyTorch | ImageNet |
InternImage | PyTorch | ImageNet |
LeNet | PyTorch | ImageNet |
MobileNetV2 | PyTorch | ImageNet |
MobileNetV3 | MindSpore | ImageNet |
MobileNetV3 | PyTorch | ImageNet |
MobileNetV3 | PaddlePaddle | ImageNet |
MobileNetV3_Large1.0 | PaddlePaddle | ImageNet |
MobileOne | PyTorch | ImageNet |
MoCoV2 | PyTorch | ImageNet |
PP-LCNet | PaddlePaddle | ImageNet |
RepMLP | PyTorch | ImageNet |
RepVGG | PyTorch | ImageNet |
RepVGG | PaddlePaddle | ImageNet |
RepViT | PyTorch | ImageNet |
Res2Net50_14w_8s | PaddlePaddle | ImageNet |
ResNeSt14 | PyTorch | ImageNet |
ResNeSt50 | PyTorch | ImageNet |
ResNeSt50 | PaddlePaddle | ImageNet |
ResNeSt101 | PyTorch | ImageNet |
ResNeSt269 | PyTorch | ImageNet |
ResNet18 | PyTorch | ImageNet |
ResNet50 | PyTorch | ImageNet |
ResNet50 | PaddlePaddle | ImageNet |
ResNet50 | TensorFlow | ImageNet |
ResNet101 | PyTorch | ImageNet |
ResNet152 | PyTorch | ImageNet |
ResNeXt50_32x4d | MindSpore | ImageNet |
ResNeXt50_32x4d | PyTorch | ImageNet |
ResNeXt101_32x8d | PyTorch | ImageNet |
SE_ResNet50_vd | PaddlePaddle | ImageNet |
SEResNeXt | PyTorch | ImageNet |
ShuffleNetV2 | PaddlePaddle | ImageNet |
ShuffleNetV2 | PyTorch | ImageNet |
SqueezeNet | PyTorch | ImageNet |
Swin Transformer | PaddlePaddle | ImageNet |
Swin Transformer | PyTorch | ImageNet |
VGG16 | PaddlePaddle | ImageNet |
VGG16 | PyTorch | ImageNet |
VGG16 | TensorFlow | ImageNet |
Wave-MLP | PyTorch | ImageNet |
Wide_ResNet101_2 | PyTorch | ImageNet |
Xception | PaddlePaddle | ImageNet |
Xception | PyTorch | ImageNet |
模型名称 | 框架 | 数据集 |
---|---|---|
RetinaFace | PyTorch | WiderFace |
模型名称 | 框架 | 数据集 |
---|---|---|
ArcFace | PyTorch | CASIA-WebFaces&LFW |
BlazeFace | PaddlePaddle | WIDER-FACE |
CosFace | PyTorch | CASIA-WebFaces&LFW |
FaceNet | PyTorch | CASIA-WebFaces&LFW |
FaceNet | TensorFlow | CASIA-WebFaces&LFW |
模型名称 | 框架 | 数据集 |
---|---|---|
SOLO | PyTorch | COCO |
SOLOv2 | PaddlePaddle | COCO |
SOLOv2 | PyTorch | COCO |
YOLACT++ | PyTorch | COCO |
模型名称 | 框架 | 数据集 |
---|---|---|
DCGAN | MindSpore | ImageNet |
Pix2Pix | PaddlePaddle | facades |
模型名称 | 框架 | 数据集 |
---|---|---|
CWD | PyTorch | Cityscapes |
RKD | PyTorch | CUB-200-2011 |
WSLD | PyTorch | ImageNet |
模型名称 | 框架 | 数据集 |
---|---|---|
Network Slimming | PyTorch | CIFAR-10/100 |
模型名称 | 框架 | 数据集 |
---|---|---|
ATSS | PyTorch (MMDetection) | COCO |
AutoAssign | PyTorch | COCO |
Cascade R-CNN | PyTorch (MMDetection) | COCO |
CenterNet | PyTorch | COCO |
CenterNet | PaddlePaddle | COCO |
Co-DETR | PyTorch | COCO |
CornerNet | PyTorch (MMDetection) | COCO |
DCNV2 | PyTorch (MMDetection) | COCO |
DeepSORT | PyTorch | Market-1501 |
DETR | PaddlePaddle | COCO |
Faster R-CNN | PyTorch | COCO |
FCOS | PaddlePaddle | COCO |
FCOS | PyTorch | COCO |
Mask R-CNN | PyTorch | COCO |
Mask R-CNN | PaddlePaddle | COCO |
OC_SORT | PaddlePaddle | MOT17 |
Oriented RepPoints | PyTorch | DOTA |
PP-PicoDet | PaddlePaddle | COCO |
PP-YOLOE | PaddlePaddle | COCO |
PVANet | PyTorch | COCO |
RepPoints | PyTorch (MMDetection) | COCO |
RetinaNet | PyTorch | COCO |
RetinaNet | PaddlePaddle | COCO |
RTMDet | PyTorch | COCO |
SSD | PyTorch | COCO |
SSD | PaddlePaddle | COCO |
SSD | TensorFlow | VOC |
SSD | MindSpore | COCO |
YOLOF | PyTorch | COCO |
YOLOv3 | PyTorch | COCO |
YOLOv3 | PaddlePaddle | COCO |
YOLOv3 | TensorFlow | VOC |
YOLOv5 | PyTorch | COCO |
YOLOv6 | PyTorch | COCO |
YOLOv7 | PyTorch | COCO |
YOLOv8 | PyTorch | COCO |
模型名称 | 框架 | 数据集 |
---|---|---|
BEVFormer | PyTorch | nuScenes&CAN bus |
PointNet++ | PyTorch | S3DIS |
PointPillars | PyTorch | KITTI |
模型名称 | 框架 | 数据集 |
---|---|---|
CRNN | MindSpore | OCR_Recog |
CRNN | PaddlePaddle | LMDB |
DBNet | PyTorch | ICDAR2015 |
DBNet++ | PyTorch | ICDAR2015 |
PP-OCR-DB | PaddlePaddle | ICDAR2015 |
PSE | PaddlePaddle | OCR_Recog |
SAR | PyTorch | OCR_Recog |
SATRN | PyTorch | OCR_Recog |
模型名称 | 框架 | 数据集 |
---|---|---|
Point-BERT | PyTorch | ShapeNet55 & processed ModelNet |
模型名称 | 框架 | 数据集 |
---|---|---|
AlphaPose | PyTorch | COCO |
HRNet | PyTorch | COCO |
HRNet-W32 | PaddlePaddle | COCO |
OpenPose | MindSpore | COCO |
模型名称 | 框架 | 数据集 |
---|---|---|
MAE | PyTorch | ImageNet |
模型名称 | 框架 | 数据集 |
---|---|---|
3D-UNet | PyTorch | kits19 |
APCNet | PyTorch | Cityscapes |
Attention U-net | PyTorch | Cityscapes |
BiSeNet | PyTorch | COCO |
BiSeNetV2 | PaddlePaddle | Cityscapes |
CGNet | PyTorch | COCO |
ContextNet | PyTorch | COCO |
DabNet | PyTorch | COCO |
DANet | PyTorch | COCO |
DDRnet | PyTorch | Cityscapes |
DeepLabV3 | PyTorch | COCO |
DeepLabV3 | PaddlePaddle | Cityscapes |
DeepLabV3 | MindSpore | VOC |
DeepLabV3+ | PaddlePaddle | Cityscapes |
DeepLabV3+ | TensorFlow | Cityscapes |
DenseASPP | PyTorch | COCO |
DFANet | PyTorch | COCO |
DNLNet | PaddlePaddle | Cityscapes |
DUNet | PyTorch | COCO |
EncNet | PyTorch | COCO |
ENet | PyTorch | COCO |
ERFNet | PyTorch | COCO |
ESPNet | PyTorch | COCO |
FastFCN | PyTorch | ADE20K |
FastSCNN | PyTorch | COCO |
FCN | PyTorch | COCO |
FPENet | PyTorch | COCO |
GCNet | PyTorch | Cityscapes |
HardNet | PyTorch | COCO |
ICNet | PyTorch | COCO |
LedNet | PyTorch | COCO |
LinkNet | PyTorch | COCO |
Mask2Former | PyTorch | Cityscapes |
MobileSeg | PaddlePaddle | Cityscapes |
OCNet | PyTorch | COCO |
OCRNet | PaddlePaddle | Cityscapes |
OCRNet | PyTorch | Cityscapes |
PP-HumanSegV1 | PaddlePaddle | PP-HumanSeg14K |
PP-HumanSegV2 | PaddlePaddle | PP-HumanSeg14K |
PP-LiteSeg | PaddlePaddle | Cityscapes |
PSANet | PyTorch | COCO |
RefineNet | PyTorch | COCO |
SegNet | PyTorch | COCO |
STDC | PaddlePaddle | Cityscapes |
STDC | PyTorch | Cityscapes |
UNet | PyTorch | COCO |
UNet | PaddlePaddle | Cityscapes |
UNet++ | PyTorch | DRIVE |
VNet | TensorFlow | Hippocampus |
模型名称 | 框架 | 数据集 |
---|---|---|
basicVSR++ | PyTorch | REDS |
basicVSR | PyTorch | REDS |
ESRGAN | PyTorch | DIV2K |
LIIF | PyTorch | DIV2K |
RealBasicVSR | PyTorch | REDS |
TTSR | PyTorch | CUFED |
TTVSR | PyTorch | REDS |
模型名称 | 框架 | 数据集 |
---|---|---|
ByteTrack | PaddlePaddle | MOT17 |
FairMOT | PyTorch | MOT17 |
模型名称 | 框架 | 数据集 |
---|---|---|
Graph WaveNet | PyTorch | METR-LA & PEMS-BAY |
模型名称 | 框架 | 数据集 |
---|---|---|
GAT | PaddlePaddle | CORA |
模型名称 | 框架 | 数据集 |
---|---|---|
GraphSAGE | PaddlePaddle |
模型名称 | 框架 | 数据集 |
---|---|---|
GCN | MindSpore | CORA & Citeseer |
GCN | PaddlePaddle | CORA & PubMed & Citeseer |
模型名称 | 框架 | 数据集 |
---|---|---|
Water/se_e2_a | TensorFlow (DeePMD-kit) | data_water |
模型名称 | 框架 | 数据集 |
---|---|---|
CLIP | PyTorch | CIFAR100 |
ControlNet | PyTorch | Fill50K |
DDPM | PyTorch | CIFAR-10 |
L-Verse | PyTorch | ImageNet |
Stable Diffusion | PyTorch | pokemon-images |
模型名称 | 框架 | 数据集 |
---|---|---|
GLM | PyTorch | GLMForMultiTokenCloze |
模型名称 | 框架 | 数据集 |
---|---|---|
CPM | PyTorch | STC |
模型名称 | 框架 | 数据集 |
---|---|---|
BART | PyTorch (Fairseq) | RTE |
BERT NER | PyTorch | CoNLL-2003 |
BERT Pretraining | PyTorch | MLCommon Wikipedia (2048_shards_uncompressed) |
BERT Pretraining | PaddlePaddle | MNLI |
BERT Pretraining | TensorFlow | MNLI |
BERT Pretraining | MindSpore | SQuAD |
BERT Text Classification | PyTorch | GLUE |
BERT Text Summerization | PyTorch | cnn_dailymail |
BERT Question Answering | PyTorch | SQuAD |
GPT2-Medium-EN | PaddlePaddle | SST-2 |
RoBERTa | PyTorch (Fairseq) | RTE |
XLNet | PaddlePaddle | SST-2 |
模型名称 | 框架 | 数据集 |
---|---|---|
ChatGLM-6B | PyTorch (DeepSpeed) | ADGEN & chatglm-6b |
LLaMA-7B | PyTorch (Colossal-AI) | llama-7b-hf |
LLaMA2-7B | PyTorch (Megatron-DeepSpeed) | Bookcorpus |
模型名称 | 框架 | 数据集 |
---|---|---|
Ernie | PaddlePaddle | corpus |
模型名称 | 框架 | 数据集 |
---|---|---|
Convolutional | PyTorch (Fairseq) | WMT14 |
T5 | PyTorch | wmt14-en-de-pre-processed |
Transformer | PaddlePaddle | wmt14-en-de-pre-processed |
Transformer | PyTorch (Fairseq) | IWSLT14 |
模型名称 | 框架 | 数据集 |
---|---|---|
NCF | PyTorch | movielens |
模型名称 | 框架 | 数据集 |
---|---|---|
DLRM | PyTorch | Criteo_Terabyte |
DLRM | PaddlePaddle | Criteo_Terabyte |
FFM | PaddlePaddle | Criteo_Terabyte |
DeepFM | PaddlePaddle | Criteo_Terabyte |
Wide&Deep | PaddlePaddle | Criteo_Terabyte |
xDeepFM | PaddlePaddle | Criteo_Terabyte |
模型名称 | 框架 | 数据集 |
---|---|---|
DQN | PaddlePaddle | CartPole-v0 |
模型名称 | 框架 | 数据集 |
---|---|---|
Conformer | PyTorch (WeNet) | AISHELL |
Efficient Conformer v2 | PyTorch (WeNet) | AISHELL |
PP-ASR-Conformer | PaddlePaddle | AISHELL |
RNN-T | PyTorch | LJSpeech |
Transformer | PyTorch (WeNet) | AISHELL |
U2++ Conformer | PyTorch (WeNet) | AISHELL |
Unified Conformer | PyTorch (WeNet) | AISHELL |
模型名称 | 框架 | 数据集 |
---|---|---|
PP-TTS-FastSpeech2 | PaddlePaddle | CSMSC |
PP-TTS-HiFiGAN | PaddlePaddle | CSMSC |
Tacotron2 | PyTorch | LJSpeech |
VQMIVC | PyTorch | VCTK-Corpus |
WaveGlow | PyTorch | LJSpeech |
模型名称 | 框架 | 数据集 |
---|---|---|
HashNeRF | PyTorch | fox |
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请参见 DeepSpark Code of Conduct on Gitee or on GitHub。
请联系 contact@deepspark.org.cn。
请参见 DeepSparkHub Contributing Guidelines。
本项目许可证遵循Apache-2.0。
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