message_locations = [
[os.path.join(dataset_folder), 'SAMPLE_fight_detection'],
[os.path.join(dataset_folder), 'SAMPLE_crowd_density_local'],
[os.path.join(dataset_folder), 'SAMPLE_flow'],
[os.path.join(dataset_folder), 'SAMPLE_action_recognition'],
[os.path.join(dataset_folder), 'SAMPLE_object_detection'],
[os.path.join(dataset_folder), 'SAMPLE_gate_counting'],
]
num_algorithms = len(message_locations)
time_interval = (algorithm_process_time * num_cameras) / (num_algorithms *
num_cameras)
time_interval = 5
print('Messages will be sent every {} seconds'.format(time_interval))
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'DOM_101'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'DOM_102'),
]
def call_sfn(payload, n, module):
# UPDATE URLS AND CHECK LINKSMART
try:
r = requests.put(url + 'message', json=json.dumps(payload))
except requests.exceptions.RequestException as exception:
print('[INFO] Thread {} MODULE {} Failed:{}.'.format(
n, module, exception))
else:
print('[INFO] Thread {} MODULE {} OK.'.format(n, module))
def register():
print(str(socket.gethostname()))
print(KU_DIR)
url = 'http://0.0.0.0:5000/'
# url = 'http://MPCLSGESFN01.monica-cloud.eu:5000/'
# scral_url = 'http://192.168.99.142:8000/'
scral_url = 'http://monappdwp3.monica-cloud.eu:8340/scral/v1.0/'
# scral_url = 'http://0.0.0.0:3389/'
sfn_urls = {
'scral_url': scral_url,
'crowd_density_url': scral_url + 'sfn/camera',
'crowd_density_global_url': scral_url + 'sfn/crowd-density-global',
'flow_analysis_url': scral_url + 'sfn/camera',
'object_detection_url': scral_url + 'sfn/camera',
'fighting_detection_url': scral_url + 'sfn/camera',
'action_recognition_url': scral_url + 'sfn/camera',
'camera_reg_url': scral_url + 'sfn/camera',
}
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_25'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_26'),
]
# HELLO WORLD
print('CHECKING CONNECTION TO THE SFN')
try:
resp = requests.get(url)
except requests.exceptions.RequestException as e:
print('WOO THERE, Something went wrong, error:' + str(e))
else:
print(resp.text, resp.status_code)
# RELOAD SETTINGS
print('CHECKING SETTINGS RELOAD ON SFN')
try:
resp = requests.get(url + 'settings')
except requests.exceptions.RequestException as e:
print('WOO THERE, Something went wrong, error:' + str(e))
else:
print(resp.text, resp.status_code)
# UPDATE URLS
print('CHECKING URL UPDATE SFN')
try:
resp = requests.post(url + 'urls', json=json.dumps(sfn_urls))
except requests.exceptions.RequestException as e:
print('WOO THERE, Something went wrong, error:' + str(e))
else:
print(resp.text, resp.status_code)
# SEND THE CONFIGS AS IF VCA WERE UPDATING THE SFN
print('CHECKING CONFIG UPDATE SFN')
try:
resp = requests.post(url + 'configs', json=json.dumps(configs))
except requests.exceptions.RequestException as e:
print('WOO THERE, Something went wrong, error:' + str(e))
else:
print(resp.text, resp.status_code)
scral_url = 'http://monappdwp3.monica-cloud.eu:8000/'
# scral_url = 'http://0.0.0.0:3389/'
sfn_urls = {
'scral_url': scral_url,
'crowd_density_url': scral_url + 'sfn/camera',
'crowd_density_global_url': scral_url + 'sfn/crowd_density_global',
'flow_analysis_url': scral_url + 'sfn/camera',
'object_detection_url': scral_url + 'sfn/camera',
'fighting_detection_url': scral_url + 'sfn/camera',
'action_recognition_url': scral_url + 'sfn/camera',
'camera_reg_url': scral_url + 'sfn/camera',
}
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'MOVIDA_124'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'MOVIDA_125'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'MOVIDA_126'),
]
# HELLO WORLD
print('CHECKING CONNECTION TO THE SFN')
try:
resp = requests.get(url)
except requests.exceptions.RequestException as e:
print('WOO THERE, Something went wrong, error:' + str(e))
else:
print(resp.text, resp.status_code)
[
os.path.join(dataset_folder),
'0000010_LEEDS_4_435ae19f-0eab-5561-b11a-9ead485180d6_crowd_density_local'
],
[
os.path.join(dataset_folder),
'0000018_LEEDS_3_435ae19f-0eab-5561-b11a-9ead485180d6_crowd_density_local'
],
[
os.path.join(dataset_folder),
'0000015_LEEDS_1_435ae19f-0eab-5561-b11a-9ead485180d6_crowd_density_local'
],
]
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'LEEDS_1'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'LEEDS_2'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'LEEDS_3'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'LEEDS_4'),
]
def call_sfn(payload, n, module):
# UPDATE URLS AND CHECK LINKSMART
try:
r = requests.put(url + 'message', json=json.dumps(payload))
except requests.exceptions.RequestException as exception:
print('[INFO] Thread {} MODULE {} Failed:{}.'.format(
f = cv2.imread(file_name + '_frame.jpeg')
frame = cv2.imread(file_name + '_frame.jpeg')
# density = cv2.imread(file_name + '_density.jpeg')
# settings_location = dataset_folder + 'CONFIG/ORIGINAL/'
# config = tools.load_settings(settings_location, message['camera_ids'][0])
# cv2.rectangle(f, (5, 5), (375, 60), blk, -1)
# cv2.putText(f, 'Camera Name: {}'.format(message['camera_ids'][0]), (5, 20), font, 0.5, wht, 1, cv2.LINE_AA)
# cv2.putText(f, 'Number of People: {}'.format(message['density_count']), (5, 35), font, 0.5, wht, 1, cv2.LINE_AA)
# cv2.putText(f, 'Time: {}'.format(message['timestamp_1']), (5, 50), font, 0.5, wht, 1, cv2.LINE_AA)
#
# key = cv2.waitKey(1) & 0xFF
# cv2.imshow('frame', frame)
# cv2.imwrite(os.path.join(save_folder, os.path.split(file_name)[1] + '_frame.jpeg'), f)
config = tools.load_settings(settings_folder, message['camera_ids'][0])
# message, result = analyser.process_frame(frame, config['camera_id'], config['crowd_mask'],
# config['image_2_ground_plane_matrix'],
# config['ground_plane_roi'],
# config['ground_plane_size'])
# message = json.loads(message)
mask = cv2.resize(np.array(config['crowd_mask']),
(frame.shape[1], frame.shape[0]))
mask[mask > 0] = 1
t_frame = (frame * ((np.dstack(
(mask, mask, mask)) + 1) * 0.5)).astype(np.uint8)
cv2.rectangle(t_frame, (5, 5), (375, 60), blk, -1)
cv2.putText(t_frame,
'Camera Name: {}'.format(message['camera_ids'][0]),
(5, 20), font, 0.5, wht, 1, cv2.LINE_AA)
message_locations = [
[os.path.join(dataset_folder), 'SAMPLE_fight_detection'],
[os.path.join(dataset_folder), 'SAMPLE_crowd_density_local'],
[os.path.join(dataset_folder), 'SAMPLE_flow'],
[os.path.join(dataset_folder), 'SAMPLE_action_recognition'],
[os.path.join(dataset_folder), 'SAMPLE_object_detection'],
]
num_algorithms = len(message_locations)
time_interval = (algorithm_process_time * num_cameras) / (num_algorithms *
num_cameras)
time_interval = 5
print('Messages will be sent every {} seconds'.format(time_interval))
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_25'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_26'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_27'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_28'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_29'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_30'),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/cam_configs/'),
'TIVOLI_31'),
]
# url = 'http://MPCLSGESFN01.monica-cloud.eu:5000/'
scral_url = 'http://monappdwp3.monica-cloud.eu:8000/'
# scral_url = 'http://0.0.0.0:3389/'
sfn_urls = {
'scral_url': scral_url,
'crowd_density_url': scral_url + 'sfn/crowd_monitoring',
'flow_analysis_url': scral_url + 'sfn/flow_analysis',
'object_detection_url': scral_url + 'sfn/object_detection',
'fighting_detection_url': scral_url + 'sfn/fight_detection',
'action_recognition_url': scral_url + 'sfn/action_recognition',
'camera_reg_url': scral_url + 'sfn/camera',
}
configs = [
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '175_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '176_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '177_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '178_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '180_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '182_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '183_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '184_reg',
False),
tools.load_settings(os.path.join(KU_DIR, 'KUConfigTool/'), '189_reg',