Spaces:
Running
on
T4
Running
on
T4
liuyizhang
commited on
Commit
•
2262ea9
1
Parent(s):
2ef873f
update app.py and delete api_client.py
Browse files- api_client.py +0 -85
- app.py +2 -133
api_client.py
DELETED
@@ -1,85 +0,0 @@
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import requests, json
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from PIL import Image
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import matplotlib.pyplot as plt
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import numpy as np
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import base64
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import io
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def request_post(url, data, timeout=600, headers = None):
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if headers is None:
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headers = {
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# 'content-type': 'application/json'
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# 'Connection': 'keep-alive',
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'Accept': '*/*', # 接受任何类型的返回数据
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'Content-Type': 'application/json;charset=UTF-8', # 发送数据为json
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# 'Content-Length': '156',
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# 'Accept-Encoding': 'gzip, deflate',
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# 'Accept-Language': 'zh-CN,zh;q=0.9',
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# 'User-Agent': 'SamClub/5.0.45 (iPhone; iOS 15.4; Scale/3.00)',
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# 'device-name': 'iPhone14,3',
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# 'device-os-version': '15.4',
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# 'device-type': 'ios',
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# 'auth-token': authtoken,
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# 'app-version': '5.0.45.1'
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}
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try:
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response = requests.post(url=url, headers=headers, data=json.dumps(data), timeout=timeout)
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response_data = response.json()
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return response_data
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except Exception as e:
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print(f'request_post[Error]:' + str(e))
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print(f'url: {url}')
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print(f'data: {data}')
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print(f'response: {response}')
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return None
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url = "http://127.0.0.1:7860/imgCLeaner"
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def imgFile_to_base64(image_file):
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with open(image_file, "rb") as f:
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im_bytes = f.read()
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im_b64_encode = base64.b64encode(im_bytes)
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im_b64 = im_b64_encode.decode("utf8")
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return im_b64
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def base64_to_bytes(im_b64):
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im_b64_encode = im_b64.encode("utf-8")
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im_bytes = base64.b64decode(im_b64_encode)
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return im_bytes
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def base64_to_PILImage(im_b64):
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im_bytes = base64_to_bytes(im_b64)
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pil_img = Image.open(io.BytesIO(im_bytes))
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return pil_img
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def cleaner_img(image_file, remove_texts, mask_extend=20, disp_debug=True):
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data = {'remove_texts': remove_texts,
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'mask_extend': mask_extend,
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'img': imgFile_to_base64(image_file),
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}
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ret = request_post(url, data, timeout=600, headers = None)
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if ret['code'] == 0:
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if disp_debug:
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for img in ret['result']['imgs']:
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pilImage = base64_to_PILImage(img)
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plt.imshow(pilImage)
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plt.show()
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plt.clf()
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plt.close('all')
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img_len = len(ret['result']['imgs'])
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pilImage = base64_to_PILImage(ret['result']['imgs'][img_len-1])
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else:
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pilImage = None
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return pilImage, ret
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image_file = 'dog.png'
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remove_texts = "小狗 . 椅子"
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mask_extend = 20
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pil_image, ret = cleaner_img(image_file, remove_texts, mask_extend, disp_debug=False)
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plt.imshow(pil_image)
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plt.show()
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plt.clf()
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plt.close()
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app.py
CHANGED
@@ -4,15 +4,7 @@ warnings.filterwarnings('ignore')
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import subprocess, io, os, sys, time
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if os.environ.get('IS_MY_DEBUG') is None:
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run_gradio = True
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else:
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run_gradio = False
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# run_gradio = True
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if run_gradio:
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os.system("pip install gradio==3.50.2")
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import gradio as gr
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from loguru import logger
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@@ -982,124 +974,6 @@ def main_gradio(args):
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computer_info()
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block.launch(server_name='0.0.0.0', server_port=args.port, debug=args.debug, share=args.share)
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import signal
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import json
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from datetime import date, datetime, timedelta
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from gevent import pywsgi
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import base64
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def imgFile_to_base64(image_file):
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with open(image_file, "rb") as f:
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im_bytes = f.read()
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im_b64_encode = base64.b64encode(im_bytes)
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im_b64 = im_b64_encode.decode("utf8")
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return im_b64
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def base64_to_bytes(im_b64):
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im_b64_encode = im_b64.encode("utf-8")
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im_bytes = base64.b64decode(im_b64_encode)
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return im_bytes
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def base64_to_PILImage(im_b64):
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im_bytes = base64_to_bytes(im_b64)
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pil_img = Image.open(io.BytesIO(im_bytes))
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return pil_img
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class API_Starter:
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def __init__(self):
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from flask import Flask, request, jsonify, make_response
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from flask_cors import CORS, cross_origin
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import logging
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app = Flask(__name__)
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app.logger.setLevel(logging.ERROR)
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CORS(app, supports_credentials=True, resources={r"/*": {"origins": "*"}})
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@app.route('/imgCLeaner', methods=['GET', 'POST'])
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@cross_origin()
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def processAssist():
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if request.method == 'GET':
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ret_json = {'code': -1, 'reason':'no support to get'}
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elif request.method == 'POST':
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request_data = request.data.decode('utf-8')
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data = json.loads(request_data)
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result = self.handle_data(data)
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if result is None:
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ret_json = {'code': -2, 'reason':'handle error'}
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else:
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ret_json = {'code': 0, 'result':result}
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return jsonify(ret_json)
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self.app = app
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now_time = datetime.now().strftime('%Y%m%d_%H%M%S')
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logger.add(f'./logs/logger_[{args.port}]_{now_time}.log')
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signal.signal(signal.SIGINT, self.signal_handler)
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def handle_data(self, data):
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im_b64 = data['img']
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img = base64_to_PILImage(im_b64)
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remove_texts = data['remove_texts']
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remove_mask_extend = data['mask_extend']
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results = run_anything_task(input_image = img,
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text_prompt = f"{remove_texts}",
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task_type = 'remove',
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inpaint_prompt = '',
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box_threshold = 0.3,
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text_threshold = 0.25,
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iou_threshold = 0.8,
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inpaint_mode = "merge",
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mask_source_radio = "type what to detect below",
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remove_mode = "rectangle", # ["segment", "rectangle"]
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remove_mask_extend = f"{remove_mask_extend}",
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num_relation = 5,
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kosmos_input = None,
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cleaner_size_limit = -1,
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)
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output_images = results[0]
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if output_images is None:
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return None
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ret_json_images = []
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file_temp = int(time.time())
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count = 0
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output_images = output_images[-1:]
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for image_pil in output_images:
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try:
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img_format = image_pil.format.lower()
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except Exception as e:
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img_format = 'png'
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image_path = os.path.join(output_dir, f"api_images_{file_temp}_{count}.{img_format}")
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count += 1
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try:
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image_pil.save(image_path)
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except Exception as e:
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Image.fromarray(image_pil).save(image_path)
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im_b64 = imgFile_to_base64(image_path)
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ret_json_images.append(im_b64)
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os.remove(image_path)
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data = {
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'imgs': ret_json_images,
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}
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return data
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def signal_handler(self, signal, frame):
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print('\nSignal Catched! You have just type Ctrl+C!')
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sys.exit(0)
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def run(self):
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from gevent import pywsgi
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logger.info(f'\nargs={args}\n')
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computer_info()
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print(f"Start a api server: http://0.0.0.0:{args.port}/imgCLeaner")
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server = pywsgi.WSGIServer(('0.0.0.0', args.port), self.app)
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server.serve_forever()
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def main_api(args):
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if args.port == 0:
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print('Please give valid port!')
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else:
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api_starter = API_Starter()
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api_starter.run()
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if __name__ == "__main__":
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parser = argparse.ArgumentParser("Grounded SAM demo", add_help=True)
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parser.add_argument("--debug", action="store_true", help="using debug mode")
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if os.environ.get('IS_MY_DEBUG') is None:
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os.system("pip list")
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# Provide gradio services
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main_gradio(args)
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else:
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# Provide API services
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main_api(args)
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import subprocess, io, os, sys, time
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os.system("pip install gradio==3.50.2")
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import gradio as gr
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from loguru import logger
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computer_info()
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block.launch(server_name='0.0.0.0', server_port=args.port, debug=args.debug, share=args.share)
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if __name__ == "__main__":
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parser = argparse.ArgumentParser("Grounded SAM demo", add_help=True)
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parser.add_argument("--debug", action="store_true", help="using debug mode")
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if os.environ.get('IS_MY_DEBUG') is None:
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os.system("pip list")
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main_gradio(args)
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