From 6ca57b51eee94c6f7e86df5e5be9dfc092b83d54 Mon Sep 17 00:00:00 2001 From: majorli Date: Thu, 27 Feb 2025 21:56:26 +0800 Subject: [PATCH] update SDK name Signed-off-by: majorli --- README.md | 62 +++++++++++++++++++++++++++---------------------------- 1 file changed, 31 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index 23f5a6e97..3b459965b 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 ### LLM (Large Language Model) -| Model | Framework | ToolBox | Dataset/Weight | SDK | +| Model | Framework | ToolBox | Dataset/Weight | IXUCA SDK | |-------------------------------------------------------|-----------|--------------------|-----------------------|-------| | [Aquila2-34B](nlp/llm/aquila2-34b/pytorch) | PyTorch | Megatron-DeepSpeed | Bookcorpus | 4.1.1 | | [Baichuan2-7B](nlp/llm/baichuan2-7b/pytorch) | PyTorch | DeepSpeed | baichuan2-7b-base | 4.1.1 | @@ -36,7 +36,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Classification -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------------------------------------|--------------|----------|-------| | [ACmix](cv/classification/acmix/pytorch) | PyTorch | ImageNet | 2.2.0 | | [ACNet](cv/classification/acnet/pytorch) | PyTorch | ImageNet | 3.1.0 | @@ -107,13 +107,13 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Face Detection -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |----------------------------------------------------|-----------|------------|-------| | [RetinaFace](cv/face_detection/retinaface/pytorch) | PyTorch | WIDER FACE | 3.0.0 | #### Face Recognition -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------------|--------------|--------------------|-------| | [ArcFace](cv/face_recognition/arcface/pytorch) | PyTorch | CASIA-WebFaces&LFW | 3.0.0 | | [BlazeFace](cv/face_recognition/blazeface/paddlepaddle) | PaddlePaddle | WIDER FACE | 3.1.0 | @@ -123,7 +123,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Instance Segmentation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------------------|--------------|---------|-------| | [SOLO](cv/instance_segmentation/solo/pytorch) | PyTorch | COCO | 3.0.0 | | [SOLOv2](cv/detection/solov2/paddlepaddle) | PaddlePaddle | COCO | 3.0.0 | @@ -132,14 +132,14 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Image Generation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------------------|--------------|----------|-------| | [DCGAN](cv/image_generation/dcgan/mindspore) | MindSpore | ImageNet | 3.0.0 | | [Pix2Pix](cv/image_generation/pix2pix/paddlepaddle) | PaddlePaddle | facades | 3.1.0 | #### Knowledge Distillation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------|-----------|--------------|-------| | [CWD](cv/distiller/cwd/pytorch) | PyTorch | Cityscapes | 3.0.0 | | [RKD](cv/distiller/rkd/pytorch) | PyTorch | CUB-200-2011 | 3.0.0 | @@ -147,7 +147,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Object Detection -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------------------|-----------------------|---------|-------| | [ATSS](cv/detection/atss_mmdet/pytorch) | PyTorch (MMDetection) | COCO | 3.0.0 | | [AutoAssign](cv/detection/autoassign/pytorch) | PyTorch | COCO | 2.2.0 | @@ -194,7 +194,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### 3D Object Detection -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------------------|-----------|------------------|-------| | [BEVFormer](cv/3d_detection/bevformer/pytorch) | PyTorch | nuScenes&CAN bus | 3.0.0 | | [CenterPoint](cv/3d_detection/centerpoint/pytorch) | PyTorch | nuScenes | 3.1.1 | @@ -210,13 +210,13 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### 3D Reconstruction -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------|-----------|---------|-------| | [HashNeRF](cv/3d-reconstruction/hashnerf/pytorch) | PyTorch | fox | 2.2.0 | #### GNN (Graph Neural Network) -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |--------------------------------------------|--------------|--------------------------|-------| | [GAT](cv/gnn/gat/paddlepaddle) | PaddlePaddle | CORA | 3.1.0 | | [GCN](cv/gnn/GCN/mindspore) | MindSpore | CORA & Citeseer | 3.0.0 | @@ -225,7 +225,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### OCR -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |------------------------------------------------|--------------|-----------|-------| | [CRNN](cv/ocr/crnn/mindspore) | MindSpore | OCR_Recog | 3.1.0 | | [CRNN](cv/ocr/crnn/paddlepaddle) | PaddlePaddle | LMDB | 2.3.0 | @@ -241,13 +241,13 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Point Cloud -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------|-----------|---------------------------------|-------| | [Point-BERT](cv/point_cloud/point-bert/pytorch) | PyTorch | ShapeNet55 & processed ModelNet | 2.2.0 | #### Pose Estimation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------|--------------|---------|-------| | [AlphaPose](cv/pose/alphapose/pytorch) | PyTorch | COCO | 3.0.0 | | [HRNet](cv/pose/hrnet/pytorch) | PyTorch | COCO | 2.2.0 | @@ -256,13 +256,13 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Self-Supervised Learning -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |------------------------------------------------|-----------|----------|-------| | [MAE](cv/self_supervised_learning/mae/pytorch) | PyTorch | ImageNet | 3.0.0 | #### Semantic Segmentation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |----------------------------------------------------------------------|--------------|----------------|-------| | [3D-UNet](cv/semantic_segmentation/unet3d/pytorch) | PyTorch | kits19 | 2.2.0 | | [APCNet](cv/semantic_segmentation/apcnet/pytorch) | PyTorch | Cityscapes | 2.2.0 | @@ -318,7 +318,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Super Resolution -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------------------------|-----------|---------|-------| | [basicVSR++](cv/super_resolution/basicvsr++/pytorch) | PyTorch | REDS | 2.2.0 | | [basicVSR](cv/super_resolution/basicvsr/pytorch) | PyTorch | REDS | 2.2.0 | @@ -330,7 +330,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Multi-Object Tracking -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------|--------------|-------------|-------| | [ByteTrack](cv/multi_object_tracking/bytetrack/paddlepaddle) | PaddlePaddle | MOT17 | 3.1.0 | | [DeepSORT](cv/multi_object_tracking/deep_sort/pytorch) | PyTorch | Market-1501 | 3.0.0 | @@ -338,7 +338,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 ### Multimodal -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------------------------------------|-----------|----------------|-------| | [BLIP](multimodal/vision-language_model/blip/pytorch) | PyTorch | COCO | 3.1.1 | | [CLIP](multimodal/contrastive_learning/clip/pytorch) | PyTorch | CIFAR100 | 2.2.0 | @@ -356,19 +356,19 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Cloze Test -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |---------------------------------------------------------|-----------|-----------------------|-------| | [GLM](nlp/cloze_test/glm/pytorch/GLMForMultiTokenCloze) | PyTorch | GLMForMultiTokenCloze | 2.2.0 | #### Dialogue Generation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |--------------------------------------------|-----------|---------|-------| | [CPM](nlp/dialogue_generation/cpm/pytorch) | PyTorch | STC | 2.2.0 | #### Language Modeling -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |------------------------------------------------------------------|-------------------|--------------------|-------| | [BART](nlp/language_model/bart_fairseq/pytorch) | PyTorch (Fairseq) | RTE | 3.0.0 | | [BERT NER](nlp/ner/bert/pytorch) | PyTorch | CoNLL-2003 | 3.0.0 | @@ -385,13 +385,13 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Text Correction -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------|--------------|---------|-------| | [ERNIE](nlp/text_correction/ernie/paddlepaddle) | PaddlePaddle | corpus | 2.3.0 | #### Translation -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |----------------------------------------------------------------|-------------------|---------|-------| | [Convolutional](nlp/translation/convolutional_fairseq/pytorch) | PyTorch (Fairseq) | WMT14 | 3.0.0 | | [T5](nlp/translation/t5/pytorch) | PyTorch | WMT14 | 2.2.0 | @@ -400,7 +400,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 ### Reinforcement Learning -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |--------------------------------------------------------------------|--------------|-------------|-------| | [DQN](reinforcement_learning/q-learning-networks/dqn/paddlepaddle) | PaddlePaddle | CartPole-v0 | 3.1.0 | @@ -408,7 +408,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Speech Recognition -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------------------------------------------------------|-----------------|----------|-------| | [Conformer](audio/speech_recognition/conformer_wenet/pytorch) | PyTorch (WeNet) | AISHELL | 2.2.0 | | [Efficient Conformer v2](audio/speech_recognition/efficient_conformer_v2_wenet/pytorch) | PyTorch (WeNet) | AISHELL | 3.1.0 | @@ -420,7 +420,7 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Speech Synthesis -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-----------------------------------------------------------------------|--------------|-------------|-------| | [PP-TTS-FastSpeech2](audio/speech_synthesis/fastspeech2/paddlepaddle) | PaddlePaddle | CSMSC | 3.1.0 | | [PP-TTS-HiFiGAN](audio/speech_synthesis/hifigan/paddlepaddle) | PaddlePaddle | CSMSC | 3.1.0 | @@ -432,25 +432,25 @@ DeepSparkHub甄选上百个应用算法和模型，覆盖AI和通用计算各领 #### Graph Machine Learning -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |----------------------------------------------------------------------|-----------|--------------------|-------| | [Graph WaveNet](others/graph_machine_learning/graph_wavenet/pytorch) | PyTorch | METR-LA & PEMS-BAY | 2.2.0 | #### Kolmogorov-Arnold Networks -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |------------------------------------------------------|-----------|---------|-------| | [KAN](others/kolmogorov_arnold_networks/kan/pytorch) | PyTorch | - | 4.1.1 | #### Model Pruning -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------------------------|-----------|--------------|-------| | [Network Slimming](others/model_pruning/network-slimming/pytorch) | PyTorch | CIFAR-10/100 | 3.0.0 | #### Recommendation Systems -| Model | Framework | Dataset | SDK | +| Model | Framework | Dataset | IXUCA SDK | |-------------------------------------------------------------------|--------------|-----------------|-------| | [DeepFM](others/recommendation_systems/deepfm/paddlepaddle) | PaddlePaddle | Criteo_Terabyte | 2.3.0 | | [DLRM](others/recommendation_systems/dlrm/pytorch) | PyTorch | Criteo_Terabyte | 2.2.0 | -- Gitee