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examples.yml
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examples.yml
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text: Below are examples for using Ray Data for batch inference workloads with a variety of frameworks and use cases.
columns_to_show:
- frameworks
examples:
- title: Image Classification Batch Inference with PyTorch ResNet152
skill_level: beginner
frameworks:
- PyTorch
use_cases:
- computer vision
link: examples/pytorch_resnet_batch_prediction
- title: Object Detection Batch Inference with PyTorch FasterRCNN_ResNet50
skill_level: beginner
frameworks:
- PyTorch
use_cases:
- computer vision
link: examples/batch_inference_object_detection
- title: Image Classification Batch Inference with Hugging Face Vision Transformer
skill_level: beginner
frameworks:
- Transformers
use_cases:
- computer vision
link: examples/huggingface_vit_batch_prediction
- title: Tabular Data Training and Batch Inference with XGBoost
skill_level: beginner
frameworks:
- xgboost
link: ../train/examples/xgboost/xgboost_example