README.md

metadata

library_name: transformers
tags: []

Model Card for Model ID

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

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• Shared by [optional]: [More Information Needed]
• Model type: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
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• Finetuned from model [optional]: [More Information Needed]

Direct Use

from transformers.models.detr import DetrForSegmentation

img_proc = AutoImageProcessor.from_pretrained(
    "ArkeaIAF/detr-layout-detection"
)
model = DetrForSegmentation.from_pretrained(
    "ArkeaIAF/detr-layout-detection"
)

with torch.inference_mode():
    input_ids = img_proc(img, return_tensors='pt')
    output = model(**input_ids)

segmentation_mask = img_proc.post_process_semantic_segmentation(
    output,
    target_sizes=[img.size[::-1]]
)

bbox_pred = img_proc.post_process_object_detection(
    output,
    threshold=0.5,
    target_sizes=[img.size[::-1]]
)