Upload folder using huggingface_hub
Browse files- .gitattributes +42 -35
- .gitignore +1 -0
- LICENSE +21 -0
- README.md +85 -3
- examples/det.jpg +3 -0
- examples/det.png +0 -0
- examples/paddle_test.go +56 -0
- examples/test.jpg +3 -0
- examples/test.png +0 -0
- lib/onnxruntime.dll +3 -0
- lib/onnxruntime_amd64.dylib +3 -0
- lib/onnxruntime_amd64.so +3 -0
- lib/onnxruntime_arm64.dylib +3 -0
- lib/onnxruntime_arm64.so +3 -0
- paddle_weights/det.onnx +3 -0
- paddle_weights/dict.txt +0 -0
- paddle_weights/rec.onnx +3 -0
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examples/det.jpg filter=lfs diff=lfs merge=lfs -text
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examples/test.jpg filter=lfs diff=lfs merge=lfs -text
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lib/onnxruntime.dll filter=lfs diff=lfs merge=lfs -text
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.gitignore
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.idea
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LICENSE
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MIT License
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| 2 |
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Copyright (c) 2025 getcharzp
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| 5 |
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Permission is hereby granted, free of charge, to any person obtaining a copy
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| 6 |
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of this software and associated documentation files (the "Software"), to deal
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| 7 |
+
in the Software without restriction, including without limitation the rights
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| 8 |
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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| 9 |
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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| 11 |
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+
The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
|
| 14 |
+
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| 15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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| 16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 21 |
+
SOFTWARE.
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README.md
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@@ -1,3 +1,85 @@
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| 1 |
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<h1 align="center">
|
| 2 |
+
<img width="100%" src="./assets/logo.png" alt="">
|
| 3 |
+
</h1>
|
| 4 |
+
|
| 5 |
+
<p align="center">
|
| 6 |
+
<a href="https://github.com/getcharzp/go-ocr/fork" target="blank">
|
| 7 |
+
<img src="https://img.shields.io/github/forks/getcharzp/go-ocr?style=for-the-badge" alt="go-ocr forks"/>
|
| 8 |
+
</a>
|
| 9 |
+
<a href="https://github.com/getcharzp/go-ocr/stargazers" target="blank">
|
| 10 |
+
<img src="https://img.shields.io/github/stars/getcharzp/go-ocr?style=for-the-badge" alt="go-ocr stars"/>
|
| 11 |
+
</a>
|
| 12 |
+
<a href="https://github.com/getcharzp/go-ocr/pulls" target="blank">
|
| 13 |
+
<img src="https://img.shields.io/github/issues-pr/getcharzp/go-ocr?style=for-the-badge" alt="go-ocr pull-requests"/>
|
| 14 |
+
</a>
|
| 15 |
+
<a href='https://github.com/getcharzp/go-ocr/releases'>
|
| 16 |
+
<img src='https://img.shields.io/github/release/getcharzp/go-ocr?&label=Latest&style=for-the-badge'>
|
| 17 |
+
</a>
|
| 18 |
+
</p>
|
| 19 |
+
|
| 20 |
+
go-ocr 是一款基于 Golang + ONNX 构建的 OCR 工具库,专注于为 Go 生态提供简单易用、可扩展的文字识别能力。
|
| 21 |
+
目前已完成与 PaddleOCR 的对接,支持快速实现图像文字检测与识别。
|
| 22 |
+
|
| 23 |
+
## 安装
|
| 24 |
+
|
| 25 |
+
```shell
|
| 26 |
+
# 下载包
|
| 27 |
+
go get -u github.com/getcharzp/go-ocr
|
| 28 |
+
|
| 29 |
+
# 下载模型 + 动态链接库
|
| 30 |
+
git clone https://huggingface.co/getcharzp/go-ocr
|
| 31 |
+
```
|
| 32 |
+
|
| 33 |
+
## 快速开始
|
| 34 |
+
|
| 35 |
+
例如 `Md5()` 方法,使用方式如下所示,其它方法参考功能列表及其测试案例。
|
| 36 |
+
|
| 37 |
+
```go
|
| 38 |
+
package main
|
| 39 |
+
|
| 40 |
+
import (
|
| 41 |
+
ocr "github.com/getcharzp/go-ocr"
|
| 42 |
+
"github.com/up-zero/gotool/imageutil"
|
| 43 |
+
"log"
|
| 44 |
+
)
|
| 45 |
+
|
| 46 |
+
func main() {
|
| 47 |
+
// 按实际情况配置下述路径
|
| 48 |
+
config := ocr.Config{
|
| 49 |
+
OnnxRuntimeLibPath: "./lib/onnxruntime_amd64.so",
|
| 50 |
+
DetModelPath: "./paddle_weights/det.onnx",
|
| 51 |
+
RecModelPath: "./paddle_weights/rec.onnx",
|
| 52 |
+
DictPath: "./paddle_weights/dict.txt",
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
// 初始化引擎
|
| 56 |
+
var engine ocr.Engine
|
| 57 |
+
engine, err := ocr.NewPaddleOcrEngine(config)
|
| 58 |
+
if err != nil {
|
| 59 |
+
log.Fatalf("创建 OCR 引擎失败: %v\n", err)
|
| 60 |
+
}
|
| 61 |
+
defer engine.Destroy()
|
| 62 |
+
|
| 63 |
+
// 打开图像
|
| 64 |
+
imagePath := "./test.jpg"
|
| 65 |
+
img, err := imageutil.Open(imagePath)
|
| 66 |
+
if err != nil {
|
| 67 |
+
log.Fatalf("加载图像失败: %v\n", err)
|
| 68 |
+
}
|
| 69 |
+
|
| 70 |
+
// OCR识别
|
| 71 |
+
results, err := engine.RunOCR(img)
|
| 72 |
+
if err != nil {
|
| 73 |
+
log.Fatalf("运行 OCR 失败: %v\n", err)
|
| 74 |
+
}
|
| 75 |
+
for _, result := range results {
|
| 76 |
+
log.Printf("识别结果: %v\n", result)
|
| 77 |
+
}
|
| 78 |
+
}
|
| 79 |
+
```
|
| 80 |
+
|
| 81 |
+
## 示例效果
|
| 82 |
+
|
| 83 |
+
| 原图 | 检测结果 |
|
| 84 |
+
|-----------------------------------------------------|----------------------------------------------------|
|
| 85 |
+
| <img width="100%" src="./examples/test.jpg" alt=""> | <img width="100%" src="./examples/det.jpg" alt=""> |
|
examples/det.jpg
ADDED
|
Git LFS Details
|
examples/det.png
ADDED
|
examples/paddle_test.go
ADDED
|
@@ -0,0 +1,56 @@
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| 1 |
+
package examples
|
| 2 |
+
|
| 3 |
+
import (
|
| 4 |
+
ocr "github.com/getcharzp/go-ocr"
|
| 5 |
+
"github.com/up-zero/gotool/imageutil"
|
| 6 |
+
"log"
|
| 7 |
+
"testing"
|
| 8 |
+
"time"
|
| 9 |
+
)
|
| 10 |
+
|
| 11 |
+
func TestPaddleOcr(t *testing.T) {
|
| 12 |
+
start := time.Now()
|
| 13 |
+
config := ocr.Config{
|
| 14 |
+
OnnxRuntimeLibPath: "../lib/onnxruntime.dll",
|
| 15 |
+
DetModelPath: "../paddle_weights/det.onnx",
|
| 16 |
+
RecModelPath: "../paddle_weights/rec.onnx",
|
| 17 |
+
DictPath: "../paddle_weights/dict.txt",
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
var engine ocr.Engine
|
| 21 |
+
engine, err := ocr.NewPaddleOcrEngine(config)
|
| 22 |
+
if err != nil {
|
| 23 |
+
log.Fatalf("创建 OCR 引擎失败: %v\n", err)
|
| 24 |
+
}
|
| 25 |
+
|
| 26 |
+
defer engine.Destroy()
|
| 27 |
+
|
| 28 |
+
imagePath := "./test.png"
|
| 29 |
+
img, err := imageutil.Open(imagePath)
|
| 30 |
+
if err != nil {
|
| 31 |
+
log.Fatalf("加载图像失败: %v\n", err)
|
| 32 |
+
}
|
| 33 |
+
|
| 34 |
+
// 检测
|
| 35 |
+
boxes, err := engine.RunDetect(img)
|
| 36 |
+
if err != nil {
|
| 37 |
+
log.Fatalf("运行检测失败: %v\n", err)
|
| 38 |
+
}
|
| 39 |
+
t.Logf("检测完成, 耗时:%v\n", time.Since(start))
|
| 40 |
+
|
| 41 |
+
// 绘制检测区域
|
| 42 |
+
detImage := ocr.DrawBoxes(img, boxes)
|
| 43 |
+
imageutil.Save("det.png", detImage, 100)
|
| 44 |
+
|
| 45 |
+
// 识别
|
| 46 |
+
for _, box := range boxes {
|
| 47 |
+
start2 := time.Now()
|
| 48 |
+
result, err := engine.RunRecognize(img, box)
|
| 49 |
+
if err != nil {
|
| 50 |
+
log.Fatalf("运行识别失败: %v\n", err)
|
| 51 |
+
}
|
| 52 |
+
t.Logf("识别结果: %v, 耗时:%v\n", result, time.Since(start2))
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
t.Logf("测试完成,共识别 %d 个文本框, 耗时: %v\n", len(boxes), time.Since(start))
|
| 56 |
+
}
|
examples/test.jpg
ADDED
|
Git LFS Details
|
examples/test.png
ADDED
|
lib/onnxruntime.dll
ADDED
|
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:dec964ab1ee36cc9b0ae247d13b376627992fc57dec0454354017ab8fd84f1ea
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| 3 |
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size 14186016
|
lib/onnxruntime_amd64.dylib
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:283e595e61cf65df7a6b1d59a1616cbd35c8b6399dd90d799d99b71a3ff83160
|
| 3 |
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size 37411816
|
lib/onnxruntime_amd64.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:126e4a0191d547839b28a41b9087375711158a3f2c5e7da65ef815f0af6cbe28
|
| 3 |
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size 22317880
|
lib/onnxruntime_arm64.dylib
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b885992d3d6fa4130d39ec84a80d7504ff52750027c547bb22c86165f19406a
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| 3 |
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size 33481272
|
lib/onnxruntime_arm64.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 17643256
|
paddle_weights/det.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
paddle_weights/dict.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
paddle_weights/rec.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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