PP-LCNet_x1_0_table_cls_safetensors

24
license:apache-2.0
by
PaddlePaddle
Image Model
OTHER
New
24 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Code Examples

Model Usagepythontransformers
import requests
from PIL import Image
from transformers import AutoImageProcessor, AutoModelForImageClassification

model_path = "PaddlePaddle/PP-LCNet_x1_0_table_cls_safetensors"
model = AutoModelForImageClassification.from_pretrained(model_path, device_map="auto")
image_processor = AutoImageProcessor.from_pretrained(model_path)

image = Image.open(requests.get("https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/table_recognition.jpg", stream=True).raw)
inputs = image_processor(images=image, return_tensors="pt").to(model.device)
outputs = model(**inputs)
predicted_label = outputs.logits.argmax(-1).item()
print(model.config.id2label[predicted_label])

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