metadata

license: mit
tags:
  - table-transformer
  - table detection
  - table structure recognition
  - int8
  - Intel® Neural Compressor
  - neural-compressor
  - PostTrainingStatic
  - onnx
datasets:
  - bsmock/pubtables-1m

INT8 Table Transformer

Post-training static quantization

ONNX

This repo contains the models for:

Table detection,
Table structure recognition,

The original FP32 PyTorch model comes from bsmock/tatr-pubtables1m-v1.0. The INT8 ONNX models are quantized with Intel® Neural Compressor.

Refer to this link for model preparation, quantization and benchmark scripts.

Test result

Table detection:

	INT8	FP32
COCO metrics (AP)	0.9691	0.9706
Model size (MB)	56	111

Table structure recognition：

	INT8	FP32
Model size (MB)	56	111