# Dataset in Model Zoo Networks

`Ascend` `GPU` `CPU` `Data Preparation`

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|  Domain | Sub Domain | Network |
|:----  |:-------  |:----   |
|Computer Vision | Image Classification| [AlexNet](https://gitee.com/mindspore/models/blob/r1.5/official/cv/alexnet/src/dataset.py)
| Computer Vision  | Image Classification| [CNN](https://gitee.com/mindspore/models/blob/r1.5/official/cv/cnn_direction_model/src/dataset.py)  |
| Computer Vision  | Image Classification| [GoogLeNet](https://gitee.com/mindspore/models/blob/r1.5/official/cv/googlenet/src/dataset.py)   |
| Computer Vision  | Image Classification| [LeNet](https://gitee.com/mindspore/models/blob/r1.5/official/cv/lenet/src/dataset.py)    |
| Computer Vision  | Image Classification| [MobileNetV3](https://gitee.com/mindspore/models/blob/r1.5/official/cv/mobilenetv3/src/dataset.py)        |
| Computer Vision  | Image Classification| [ResNet-50](https://gitee.com/mindspore/models/blob/r1.5/official/cv/resnet/src/dataset.py)   |
| Computer Vision  | Image Classification| [VGG16](https://gitee.com/mindspore/models/blob/r1.5/official/cv/vgg16/src/dataset.py)  |
| Computer Vision | Object Detection  | [CenterFace](https://gitee.com/mindspore/models/blob/r1.5/official/cv/centerface/src/dataset.py)     |
| Computer Vision | Object Detection  | [CTPN](https://gitee.com/mindspore/models/blob/r1.5/official/cv/ctpn/src/dataset.py)     |
| Computer Vision  | Object Detection  | [Faster R-CNN](https://gitee.com/mindspore/models/blob/r1.5/official/cv/faster_rcnn/src/dataset.py)  |
| Computer Vision  | Object Detection  | [Mask R-CNN](https://gitee.com/mindspore/models/blob/r1.5/official/cv/maskrcnn/src/dataset.py)  |
| Computer Vision  | Object Detection  | [SSD](https://gitee.com/mindspore/models/blob/r1.5/official/cv/ssd/src/dataset.py) |
| Computer Vision | Object Detection  |[YOLOv4](https://gitee.com/mindspore/models/blob/r1.5/official/cv/yolov4/src/yolo_dataset.py)         |
| Computer Vision | Text Detection | [DeepText](https://gitee.com/mindspore/models/blob/r1.5/official/cv/deeptext/src/dataset.py)                |
| Computer Vision | Semantic Segmentation  | [DeepLabV3](https://gitee.com/mindspore/models/blob/r1.5/official/cv/deeplabv3/src/data/dataset.py)   |
| Computer Vision | Keypoint Detection |[OpenPose](https://gitee.com/mindspore/models/blob/r1.5/official/cv/openpose/src/dataset.py)                |
| Computer Vision | Keypoint Detection |[SimplePoseNet](https://gitee.com/mindspore/models/blob/r1.5/official/cv/simple_pose/src/dataset.py)                |
| Computer Vision | Optical Character Recognition  |[CRNN](https://gitee.com/mindspore/models/blob/r1.5/official/cv/crnn/src/dataset.py)                |
| Natural Language Processing | Natural Language Understanding  | [BERT](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/bert/src/dataset.py)  |
| Natural Language Processing | Natural Language Understanding  | [FastText](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/fasttext/src/dataset.py)    |
| Natural Language Processing | Natural Language Understanding  | [GRU](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/gru/src/dataset.py)            |
| Natural Language Processing | Natural Language Understanding  | [Transformer](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/transformer/src/dataset.py)  |
| Natural Language Processing | Natural Language Understanding  | [TinyBERT](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/tinybert/src/dataset.py)   |
| Natural Language Processing | Natural Language Understanding  | [TextCNN](https://gitee.com/mindspore/models/blob/r1.5/official/nlp/textcnn/src/dataset.py)            |
| Recommender | Recommender System, CTR prediction  | [DeepFM](https://gitee.com/mindspore/models/blob/r1.5/official/recommend/deepfm/src/dataset.py)    |
| Recommender | Recommender System, Search, Ranking  | [Wide&Deep](https://gitee.com/mindspore/models/blob/r1.5/official/recommend/wide_and_deep/src/datasets.py)      |
| Recommender | Recommender System  | [NAML](https://gitee.com/mindspore/models/blob/r1.5/official/recommend/naml/src/dataset.py)             |
| Recommender | Recommender System  | [NCF](https://gitee.com/mindspore/models/blob/r1.5/official/recommend/ncf/src/dataset.py)    |
| GNN | Text Classification  | [GCN](https://gitee.com/mindspore/models/blob/r1.5/official/gnn/gcn/src/dataset.py)  |
| GNN | Text Classification  | [GAT](https://gitee.com/mindspore/models/blob/r1.5/official/gnn/gat/src/dataset.py) |
| GNN | Recommender System | [BGCF](https://gitee.com/mindspore/models/blob/r1.5/official/gnn/bgcf/src/dataset.py) |