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Package for building service based on speech recognition/synthesis , Object detection , OCR

Project description

SeeSun package tree

  • __init.py__
  • model_config
    • model.cfg (모델 구조 파일)
    • model.weights (모델 가중치 파일)
  • Detector.py
    • seesunObjectDetector (class , object)
      • detect (method) : return type =string
    • seesunTextDetector (class , object)
      • recognize(method) : return type = string
  • Speech.py
    • seesunSpeech (class , object)
      • tts (method) : return type = None (audio played immediately)
      • stt (method) : return type = string

Usage

for object detection

from SeeSun.Detect import seesunObjectDetector
import cv2

detector = seesunObjectDetector()

my_img = cv2.imread('path/to/image/file')
detector.detect(my_img)
OUT : '현재 앞에는 XX는 3개 , OO은 6대 있습니다.'

for text detection

from SeeSun.Detect import seesunTextDetector
import cv2

detector = seesunTextDetector()

my_img = cv2.imread('path/to/image/file')
detector.recognize(my_img)
OUT : '코로나 3차 대유행으로 인한 지하철 운행시간 조정 안내 ... '

for speech recognition,synthesis

from SeeSun.Speech import seesunSpeech

speech = seesunSpeech()

speech.tts('input_string')
speech.stt('path/to/audio_file')
OUT : None

Project details


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