# oldman_deploy

**Repository Path**: sunqiangAAA/oldman_deploy

## Basic Information

- **Project Name**: oldman_deploy
- **Description**: 养老院模型部署
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-08-12
- **Last Updated**: 2024-09-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: 模型加密, onnx, Python, FP16

## README

# 养老院模型部署测试

## 一、安装

```shell
conda create -n onnxruntime-gpu python=3.10
conda activate onnxruntime-gpu
pip install -r requirements.txt
```

## 二、运行

模型文件放置在`models`文件下，名称为`oldman_detect_fp16.onnx`,config.json必须与onnx_net.py同级

### 1、模型`FP16`量化

```shell
python convert_f16.py
```

### 2、模型加密

```shell
python crypto.py
```

加密后在`models`下生成`oldman_detect_fp16.bin`

### 3、模型推理测试

```shell
python oldman_detect.py
```