NDPDevloper/onnx

By NDPDevloper · ↓ 0 · ♥ 0 · Updated 2025-09-10

What's in this repo

This page lists the files in NDPDevloper/onnx, including model.onnx, model_int8.onnx.

2 ONNX models (.onnx files)
5 files, including 2 .onnx, 1 .md, 1 .py
Last updated 2025-09-10

ONNX files

File	Size	Download
model.onnx	—	Download
model_int8.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

ONNX Background Remover Model (RMBG-2.0)

This repository contains the ONNX export of the RMBG-2.0 background removal model.

Files

model.onnx → Original FP32 model (≈1.02 GB)
model_int8.onnx → Quantized INT8 model (smaller, faster)
quantize.py → Script to quantize FP32 → INT8

Usage

Load Quantized Model

from huggingface_hub import hf_hub_download
import onnxruntime as ort

# Download quantized model
model_path = hf_hub_download("NDPDevloper/onnx", "model_int8.onnx")

# Create ONNXRuntime session
session = ort.InferenceSession(model_path, providers=["CPUExecutionProvider"])

Model info

onnx license:mit region:us

↓ 0 ♥ 0

Created: 2025-09-08

Updated: 2025-09-10

View on Hugging Face

Files (5)

.gitattributes

README.md

model.onnx ONNX

model_int8.onnx ONNX

quantize.py

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