Added OpenALPR Python bindings

This commit is contained in:
Matt Hill
2015-03-10 23:53:33 -04:00
parent b678e2547f
commit 524e11730a
5 changed files with 273 additions and 0 deletions

3
bindings/python/.gitignore vendored Normal file
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*.pyc
*.so
.idea/

10
bindings/python/make.sh Executable file
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#!/bin/bash
OPENALPR_INCLUDE_DIR=/storage/projects/alpr/src/openalpr/
OPENALPR_LIB_DIR=/storage/projects/alpr/src/build/openalpr/
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:.:${OPENALPR_LIB_DIR}
g++ -Wall -L${OPENALPR_LIB_DIR} -I${OPENALPR_INCLUDE_DIR} -shared -fPIC -o libopenalprpy.so openalprpy.cpp -lopenalpr
python test.py

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import ctypes
import json
import platform
class Alpr():
def __init__(self, country, config_file, runtime_dir):
# Load the .dll for Windows and the .so for Unix-based
if platform.system().lower().find("windows") != -1:
self._openalprpy_lib = ctypes.cdll.LoadLibrary("openalprpy.dll")
else:
self._openalprpy_lib = ctypes.cdll.LoadLibrary("libopenalprpy.so")
self._initialize_func = self._openalprpy_lib.initialize
self._initialize_func.argtypes = [ctypes.c_char_p, ctypes.c_char_p, ctypes.c_char_p]
self._dispose_func = self._openalprpy_lib.dispose
self._is_loaded_func = self._openalprpy_lib.isLoaded
self._is_loaded_func.restype = ctypes.c_bool
self._recognize_file_func = self._openalprpy_lib.recognizeFile
self._recognize_file_func.restype = ctypes.c_void_p
self._recognize_file_func.argtypes = [ctypes.c_char_p]
self._recognize_array_func = self._openalprpy_lib.recognizeArray
self._recognize_array_func.restype = ctypes.c_void_p
self._recognize_array_func.argtypes = [ctypes.POINTER(ctypes.c_ubyte), ctypes.c_uint]
self._free_json_mem_func = self._openalprpy_lib.freeJsonMem
self._set_default_region_func = self._openalprpy_lib.setDefaultRegion
self._set_default_region_func.argtypes = [ctypes.c_char_p]
self._set_detect_region_func = self._openalprpy_lib.setDetectRegion
self._set_detect_region_func.argtypes = [ctypes.c_bool]
self._set_top_n_func = self._openalprpy_lib.setTopN
self._set_top_n_func.argtypes = [ctypes.c_int]
self._get_version_func = self._openalprpy_lib.getVersion
self._get_version_func.restype = ctypes.c_void_p
self._initialize_func(country, config_file, runtime_dir)
def unload(self):
self._openalprpy_lib.dispose()
def is_loaded(self):
return self._is_loaded_func()
def recognize_file(self, file_path):
ptr = self._recognize_file_func(file_path)
json_data = ctypes.cast(ptr, ctypes.c_char_p).value
response_obj = json.loads(json_data)
self._free_json_mem_func(ptr)
return response_obj
def recognize_array(self, byte_array):
pb = ctypes.cast(byte_array, ctypes.POINTER(ctypes.c_ubyte))
ptr = self._recognize_array_func(pb, len(byte_array))
json_data = ctypes.cast(ptr, ctypes.c_char_p).value
response_obj = json.loads(json_data)
self._free_json_mem_func(ptr)
return response_obj
def get_version(self):
ptr = self._get_version_func()
version_number = ctypes.cast(ptr, ctypes.c_char_p).value
self._free_json_mem_func(ptr)
return version_number
def set_top_n(self, topn):
self._set_top_n_func(topn)
def set_default_region(self, region):
self._set_default_region_func(region)
def set_detect_region(self, enabled):
self._set_detect_region_func(enabled)

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#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <alpr.h>
extern "C" {
using namespace alpr;
bool initialized = false;
static Alpr* nativeAlpr;
void initialize(char* ccountry, char* cconfigFile, char* cruntimeDir)
{
//printf("Initialize");
// Convert strings from char* to string
std::string country(ccountry);
std::string configFile(cconfigFile);
std::string runtimeDir(cruntimeDir);
//std::cout << country << std::endl << configFile << std::endl << runtimeDir << std::endl;
nativeAlpr = new alpr::Alpr(country, configFile, runtimeDir);
initialized = true;
return;
}
void dispose()
{
//printf("Dispose");
initialized = false;
delete nativeAlpr;
}
bool isLoaded()
{
//printf("IS LOADED");
if (!initialized)
return false;
return nativeAlpr->isLoaded();
}
char* recognizeFile(char* cimageFile)
{
//printf("Recognize file");
// Convert strings from java to C++ and release resources
std::string imageFile(cimageFile);
AlprResults results = nativeAlpr->recognize(imageFile);
std::string json = Alpr::toJson(results);
int strsize = sizeof(char) * (strlen(json.c_str()) + 1);
char* membuffer = (char*)malloc(strsize);
strcpy(membuffer, json.c_str());
//printf("allocated address: %p\n", membuffer);
return membuffer;
}
void freeJsonMem(char* ptr)
{
//printf("freeing address: %p\n", ptr);
free( ptr );
}
char* recognizeArray(unsigned char* buf, int len)
{
//printf("Recognize byte array");
//printf("buffer pointer: %p\n", buf);
//printf("buffer length: %d\n", len);
std::vector<char> cvec(buf, buf+len);
AlprResults results = nativeAlpr->recognize(cvec);
std::string json = Alpr::toJson(results);
int strsize = sizeof(char) * (strlen(json.c_str()) + 1);
char* membuffer = (char*)malloc(strsize);
strcpy(membuffer, json.c_str());
//printf("allocated address: %p\n", membuffer);
return membuffer;
}
void setDefaultRegion(char* cdefault_region)
{
// Convert strings from java to C++ and release resources
std::string default_region(cdefault_region);
nativeAlpr->setDefaultRegion(default_region);
}
void setDetectRegion(bool detect_region)
{
nativeAlpr->setDetectRegion(detect_region);
}
void setTopN(int top_n)
{
nativeAlpr->setTopN(top_n);
}
char* getVersion()
{
std::string version = nativeAlpr->getVersion();
int strsize = sizeof(char) * (strlen(version.c_str()) + 1);
char* membuffer = (char*)malloc(strsize);
strcpy(membuffer, version.c_str());
//printf("allocated address: %p\n", membuffer);
return membuffer;
}
}

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bindings/python/test.py Normal file
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from openalpr import Alpr
try:
alpr = Alpr("us", "/etc/openalpr/openalpr.conf", "/usr/share/openalpr/runtime_data")
if not alpr.is_loaded():
print("Error loading OpenALPR")
else:
print("Using OpenALPR " + alpr.get_version())
alpr.set_top_n(7)
alpr.set_default_region("wa")
alpr.set_detect_region(False)
jpeg_bytes = open("/storage/projects/alpr/samples/testing/car1.jpg", "rb").read()
results = alpr.recognize_array(jpeg_bytes)
# Uncomment to see the full results structure
# import pprint
# pprint.pprint(results)
print("Image size: %dx%d" %(results['img_width'], results['img_height']))
print("Processing Time: %f" % results['processing_time_ms'])
i = 0
for plate in results['results']:
i += 1
print("Plate #%d" % i)
print(" %12s %12s" % ("Plate", "Confidence"))
for candidate in plate['candidates']:
prefix = "-"
if candidate['matches_template']:
prefix = "*"
print(" %s %12s%12f" % (prefix, candidate['plate'], candidate['confidence']))
finally:
alpr.unload()