This commit is contained in:
2025-06-14 10:18:40 +02:00
parent 97a80599d6
commit 1c93f4fae7
8 changed files with 629 additions and 22 deletions

447
pico_files/camera.py Normal file
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from utime import sleep_ms
import utime
import uos
import ujson
'''
Start this alongside the camera module to save photos in a folder with a filename i.e. image-<counter>.jpg
* appends '_' after a word, the next number and the file format
'''
class Camera:
## For camera Reset
CAM_REG_SENSOR_RESET = 0x07
CAM_SENSOR_RESET_ENABLE = 0x40
## For get_sensor_config
CAM_REG_SENSOR_ID = 0x40
SENSOR_5MP_1 = 0x81
SENSOR_3MP_1 = 0x82
SENSOR_5MP_2 = 0x83
SENSOR_3MP_2 = 0x84
# Camera effect control
## Set Colour Effect
CAM_REG_COLOR_EFFECT_CONTROL = 0x27
SPECIAL_NORMAL = 0x00
SPECIAL_COOL = 1
SPECIAL_WARM = 2
SPECIAL_BW = 0x04
SPECIAL_YELLOWING = 4
SPECIAL_REVERSE = 5
SPECIAL_GREENISH = 6
SPECIAL_LIGHT_YELLOW = 9 # 3MP Only
## Set Brightness
CAM_REG_BRIGHTNESS_CONTROL = 0X22
BRIGHTNESS_MINUS_4 = 8
BRIGHTNESS_MINUS_3 = 6
BRIGHTNESS_MINUS_2 = 4
BRIGHTNESS_MINUS_1 = 2
BRIGHTNESS_DEFAULT = 0
BRIGHTNESS_PLUS_1 = 1
BRIGHTNESS_PLUS_2 = 3
BRIGHTNESS_PLUS_3 = 5
BRIGHTNESS_PLUS_4 = 7
## Set Contrast
CAM_REG_CONTRAST_CONTROL = 0X23
CONTRAST_MINUS_3 = 6
CONTRAST_MINUS_2 = 4
CONTRAST_MINUS_1 = 2
CONTRAST_DEFAULT = 0
CONTRAST_PLUS_1 = 1
CONTRAST_PLUS_2 = 3
CONTRAST_PLUS_3 = 5
## Set Saturation
CAM_REG_SATURATION_CONTROL = 0X24
SATURATION_MINUS_3 = 6
SATURATION_MINUS_2 = 4
SATURATION_MINUS_1 = 2
SATURATION_DEFAULT = 0
SATURATION_PLUS_1 = 1
SATURATION_PLUS_2 = 3
SATURATION_PLUS_3 = 5
## Set Exposure Value
CAM_REG_EXPOSURE_CONTROL = 0X25
EXPOSURE_MINUS_3 = 6
EXPOSURE_MINUS_2 = 4
EXPOSURE_MINUS_1 = 2
EXPOSURE_DEFAULT = 0
EXPOSURE_PLUS_1 = 1
EXPOSURE_PLUS_2 = 3
EXPOSURE_PLUS_3 = 5
## Set Whitebalance
CAM_REG_WB_MODE_CONTROL = 0X26
WB_MODE_AUTO = 0
WB_MODE_SUNNY = 1
WB_MODE_OFFICE = 2
WB_MODE_CLOUDY = 3
WB_MODE_HOME = 4
## Set Sharpness
CAM_REG_SHARPNESS_CONTROL = 0X28 #3MP only
SHARPNESS_NORMAL = 0
SHARPNESS_1 = 1
SHARPNESS_2 = 2
SHARPNESS_3 = 3
SHARPNESS_4 = 4
SHARPNESS_5 = 5
SHARPNESS_6 = 6
SHARPNESS_7 = 7
SHARPNESS_8 = 8
## Set Autofocus
CAM_REG_AUTO_FOCUS_CONTROL = 0X29 #5MP only
## Set Image quality
CAM_REG_IMAGE_QUALITY = 0x2A
IMAGE_QUALITY_HIGH = 0
IMAGE_QUALITY_MEDI = 1
IMAGE_QUALITY_LOW = 2
# Manual gain, and exposure are explored in the datasheet - https://www.arducam.com/downloads/datasheet/Arducam_MEGA_SPI_Camera_Application_Note.pdf
# Device addressing
CAM_REG_DEBUG_DEVICE_ADDRESS = 0x0A
deviceAddress = 0x78
# For state management
CAM_REG_SENSOR_STATE = 0x44
CAM_REG_SENSOR_STATE_IDLE = 0x01
# Setup for capturing photos
CAM_REG_FORMAT = 0x20
CAM_IMAGE_PIX_FMT_JPG = 0x01
CAM_IMAGE_PIX_FMT_RGB565 = 0x02
CAM_IMAGE_PIX_FMT_YUV = 0x03
# Resolution settings
CAM_REG_CAPTURE_RESOLUTION = 0x21
# Some resolutions are not available - refer to datasheet https://www.arducam.com/downloads/datasheet/Arducam_MEGA_SPI_Camera_Application_Note.pdf
RESOLUTION_320X240 = 0X01
RESOLUTION_640X480 = 0X02
RESOLUTION_1280X720 = 0X04
RESOLUTION_1600X1200 = 0X06
RESOLUTION_1920X1080 = 0X07
RESOLUTION_2048X1536 = 0X08 # 3MP only
RESOLUTION_2592X1944 = 0X09 # 5MP only
RESOLUTION_96X96 = 0X0a
RESOLUTION_128X128 = 0X0b
RESOLUTION_320X320 = 0X0c
valid_3mp_resolutions = {
'320x240': RESOLUTION_320X240,
'640x480': RESOLUTION_640X480,
'1280x720': RESOLUTION_1280X720,
'1600x1200': RESOLUTION_1600X1200,
'1920x1080': RESOLUTION_1920X1080,
'2048x1536': RESOLUTION_2048X1536,
'96X96': RESOLUTION_96X96,
'128X128': RESOLUTION_128X128,
'320X320': RESOLUTION_320X320
}
valid_5mp_resolutions = {
'320x240': RESOLUTION_320X240,
'640x480': RESOLUTION_640X480,
'1280x720': RESOLUTION_1280X720,
'1600x1200': RESOLUTION_1600X1200,
'1920x1080': RESOLUTION_1920X1080,
'2592x1944': RESOLUTION_2592X1944,
'96X96': RESOLUTION_96X96,
'128X128': RESOLUTION_128X128,
'320X320': RESOLUTION_320X320
}
# FIFO and State setting registers
ARDUCHIP_FIFO = 0x04
FIFO_CLEAR_ID_MASK = 0x01
FIFO_START_MASK = 0x02
ARDUCHIP_TRIG = 0x44
CAP_DONE_MASK = 0x04
FIFO_SIZE1 = 0x45
FIFO_SIZE2 = 0x46
FIFO_SIZE3 = 0x47
SINGLE_FIFO_READ = 0x3D
BURST_FIFO_READ = 0X3C
# Size of image_buffer (Burst reading)
BUFFER_MAX_LENGTH = 255
# For 5MP startup routine
WHITE_BALANCE_WAIT_TIME_MS = 500
def __init__(self, spi_bus, cs, skip_sleep=False, debug_text_enabled=False):
self.cs = cs
self.spi_bus = spi_bus
self.debug_text_enabled = debug_text_enabled
self.camera_idx = 'NOT DETECTED'
self._write_reg(self.CAM_REG_SENSOR_RESET, self.CAM_SENSOR_RESET_ENABLE) # Reset camera
self._wait_idle()
self._get_sensor_config() # Get camera sensor information
self._wait_idle()
self._write_reg(self.CAM_REG_DEBUG_DEVICE_ADDRESS, self.deviceAddress)
self._wait_idle()
self.run_start_up_config = True
# Set default format and resolution
self.current_pixel_format = self.CAM_IMAGE_PIX_FMT_JPG
self.old_pixel_format = self.current_pixel_format
self.current_resolution_setting = self.RESOLUTION_640X480 # ArduCam driver defines this as mode
self.old_resolution = self.current_resolution_setting
self.set_filter(self.SPECIAL_NORMAL)
self.received_length = 0
self.total_length = 0
# Burst setup
self.first_burst_run = False
self.image_buffer = bytearray(self.BUFFER_MAX_LENGTH)
self.valid_image_buffer = 0
# Tracks the AWB warmup time
self.start_time = utime.ticks_ms()
if debug_text_enabled:
print('Camera version =', self.camera_idx)
if self.camera_idx == '3MP':
utime.sleep_ms(self.WHITE_BALANCE_WAIT_TIME_MS)# fifo length is sometimes a broken value (5 to 8 megabytes) and causes program to fail this helps
self._wait_idle()
self.startup_routine_3MP()
if self.camera_idx == '5MP' and skip_sleep == False:
utime.sleep_ms(self.WHITE_BALANCE_WAIT_TIME_MS)
def startup_routine_3MP(self):
# Leave the shutter open for some time seconds (i.e. take a few photos without saving)
if self.debug_text_enabled: print('Running 3MP startup routine')
self.capture_jpg()
self.saveJPG('dummy_image.jpg')
uos.remove('dummy_image.jpg')
if self.debug_text_enabled: print('Finished 3MP startup routine')
def capture_jpg(self):
if (utime.ticks_diff(utime.ticks_ms(), self.start_time) <= self.WHITE_BALANCE_WAIT_TIME_MS) and self.camera_idx == '5MP':
print('Please add a ', self.WHITE_BALANCE_WAIT_TIME_MS, 'ms delay to allow for white balance to run')
else:
if self.debug_text_enabled: print('Entered capture_jpg')
if (self.old_pixel_format != self.current_pixel_format) or self.run_start_up_config:
self.old_pixel_format = self.current_pixel_format
self._write_reg(self.CAM_REG_FORMAT, self.current_pixel_format) # Set to capture a jpg
self._wait_idle()
if self.debug_text_enabled: print('Old_resolution: ',self.old_resolution,'New_resolution: ',self.current_resolution_setting)
if (self.old_resolution != self.current_resolution_setting) or self.run_start_up_config:
self.old_resolution = self.current_resolution_setting
self._write_reg(self.CAM_REG_CAPTURE_RESOLUTION, self.current_resolution_setting)
if self.debug_text_enabled: print('Setting resolution: ', self.current_resolution_setting)
self._wait_idle()
self.run_start_up_config = False
# Start capturing the photo
self._set_capture()
if self.debug_text_enabled: print('Finished capture_jpg')
def _update_progress(self, progress, bar_length=20):
filled_length = int(bar_length * progress)
bar = '#' * filled_length + '-' * (bar_length - filled_length)
print("Progress: |{}| {}%".format(bar, int(progress * 100)), end='\r')
def return_image(self, progress_bar=True): # From the amazing - @chrisrothwell1 - https://github.com/CoreElectronics/CE-Arducam-MicroPython/issues/9
test123 = b""
recv_len = self.received_length
starting_len = recv_len
self.cs.off()
self.spi_bus.write(bytes([self.BURST_FIFO_READ]))
data = self.spi_bus.read(1)
inx = 0
while recv_len > 0:
progress = (starting_len - recv_len)/starting_len
if progress_bar: self._update_progress(progress)
last_byte = self.image_buffer[self.BUFFER_MAX_LENGTH - 1]
self.spi_bus.readinto(self.image_buffer)
recv_len -= self.BUFFER_MAX_LENGTH
inx = self.image_buffer.find(b'\xff\xd9')
if inx >= 0:
test123 += bytes(self.image_buffer[:inx+2])
if progress_bar: self._update_progress(1)
print()
print("Image saved")
break
elif last_byte == 0xff and self.image_buffer[0] == 0xd9:
test123 += b'\xd9'
if progress_bar: self._update_progress(1)
print()
print("Image saved")
break
else:
test123 += bytes(self.image_buffer)
return test123
def save_JPG(self, filename="image.jpg", progress_bar=True): # From the amazing - @chrisrothwell1 - https://github.com/CoreElectronics/CE-Arducam-MicroPython/issues/9
test123 = b""
jpg_to_write = open(filename,'ab')
recv_len = self.received_length
starting_len = recv_len
self.cs.off()
self.spi_bus.write(bytes([self.BURST_FIFO_READ]))
data = self.spi_bus.read(1)
inx = 0
while recv_len > 0:
progress = (starting_len - recv_len)/starting_len
if progress_bar: self._update_progress(progress)
last_byte = self.image_buffer[self.BUFFER_MAX_LENGTH - 1]
self.spi_bus.readinto(self.image_buffer)
recv_len -= self.BUFFER_MAX_LENGTH
inx = self.image_buffer.find(b'\xff\xd9')
if inx >= 0:
jpg_to_write.write(self.image_buffer[:inx+2])
test123 += self.image_buffer[:inx+2]
jpg_to_write.close()
if progress_bar: self._update_progress(1)
print()
print("Image saved")
break
elif last_byte == 0xff and self.image_buffer[0] == 0xd9:
jpg_to_write.write(b'\xd9')
test123 += b'\xd9'
jpg_to_write.close()
if progress_bar: self._update_progress(1)
print()
print("Image saved")
break
else:
jpg_to_write.write(self.image_buffer)
test123 += self.image_buffer
return test123
@property
def resolution(self):
return self.current_resolution_setting
@resolution.setter
def resolution(self, new_resolution):
input_string_lower = new_resolution.lower()
if self.camera_idx == '3MP':
if input_string_lower in self.valid_3mp_resolutions:
self.current_resolution_setting = self.valid_5mp_resolutions[input_string_lower]
else:
raise ValueError("Invalid resolution provided for {}, please select from {}".format(self.camera_idx, list(self.valid_3mp_resolutions.keys())))
elif self.camera_idx == '5MP':
if input_string_lower in self.valid_5mp_resolutions:
self.current_resolution_setting = self.valid_5mp_resolutions[input_string_lower]
else:
raise ValueError("Invalid resolution provided for {}, please select from {}".format(self.camera_idx, list(self.valid_5mp_resolutions.keys())))
def set_pixel_format(self, new_pixel_format):
self.current_pixel_format = new_pixel_format
def set_brightness_level(self, brightness):
self._write_reg(self.CAM_REG_BRIGHTNESS_CONTROL, brightness)
self._wait_idle()
def set_filter(self, effect):
self._write_reg(self.CAM_REG_COLOR_EFFECT_CONTROL, effect)
self._wait_idle()
def set_saturation_control(self, saturation_value):
self._write_reg(self.CAM_REG_SATURATION_CONTROL, saturation_value)
self._wait_idle()
def set_contrast(self, contrast):
self._write_reg(self.CAM_REG_CONTRAST_CONTROL, contrast)
self._wait_idle()
def set_white_balance(self, environment):
register_value = self.WB_MODE_AUTO
if environment == 'sunny':
register_value = self.WB_MODE_SUNNY
elif environment == 'office':
register_value = self.WB_MODE_OFFICE
elif environment == 'cloudy':
register_value = self.WB_MODE_CLOUDY
elif environment == 'home':
register_value = self.WB_MODE_HOME
elif self.camera_idx == '3MP':
print('For best results set a White Balance setting')
self.white_balance_mode = register_value
self._write_reg(self.CAM_REG_WB_MODE_CONTROL, register_value)
self._wait_idle()
def _clear_fifo_flag(self):
self._write_reg(self.ARDUCHIP_FIFO, self.FIFO_CLEAR_ID_MASK)
def _start_capture(self):
self._write_reg(self.ARDUCHIP_FIFO, self.FIFO_START_MASK)
def _set_capture(self):
if self.debug_text_enabled: print('Entered _set_capture')
self._clear_fifo_flag()
self._wait_idle()
self._start_capture()
if self.debug_text_enabled: print('FIFO flag cleared, started _start_capture, waiting for CAP_DONE_MASK')
while (int(self._get_bit(self.ARDUCHIP_TRIG, self.CAP_DONE_MASK)) == 0):
if self.debug_text_enabled: print("ARDUCHIP_TRIG register, CAP_DONE_MASK:", self._get_bit(self.ARDUCHIP_TRIG, self.CAP_DONE_MASK))
sleep_ms(200)
if self.debug_text_enabled:print('Finished waiting for _start_capture')
#_read_fifo_length() was giving imposible value tried adding wait, did not seem to fix it
self._wait_idle()
self.received_length = self._read_fifo_length()
self.total_length = self.received_length
self.burst_first_flag = False
if self.debug_text_enabled: print('FIFO length has been read')
def _read_fifo_length(self):
if self.debug_text_enabled: print('Entered _read_fifo_length')
len1 = int.from_bytes(self._read_reg(self.FIFO_SIZE1),1) #0x45
len2 = int.from_bytes(self._read_reg(self.FIFO_SIZE2),1) #0x46
len3 = int.from_bytes(self._read_reg(self.FIFO_SIZE3),1) #0x47
if self.debug_text_enabled:
print("FIFO length bytes (int), (int), (int):")
print(len1,len2,len3)
if ((((len3 << 16) | (len2 << 8) | len1) & 0xffffff)>5000000):
print("Error fifo length is too long >5MB Size: ", (((len3 << 16) | (len2 << 8) | len1) & 0xffffff))
print("Arducam possibly did not take a picture and is returning garbage data")
return ((len3 << 16) | (len2 << 8) | len1) & 0xffffff
def _get_sensor_config(self):
camera_id = self._read_reg(self.CAM_REG_SENSOR_ID);
self._wait_idle()
if (int.from_bytes(camera_id, 1) == self.SENSOR_3MP_1) or (int.from_bytes(camera_id, 1) == self.SENSOR_3MP_2):
self.camera_idx = '3MP'
if (int.from_bytes(camera_id, 1) == self.SENSOR_5MP_1) or (int.from_bytes(camera_id, 1) == self.SENSOR_5MP_2):
self.camera_idx = '5MP'
def _bus_write(self, addr, val):
self.cs.off()
self.spi_bus.write(bytes([addr]))
self.spi_bus.write(bytes([val])) # FixMe only works with single bytes
self.cs.on()
sleep_ms(1) # From the Arducam Library
return 1
def _bus_read(self, addr):
self.cs.off()
self.spi_bus.write(bytes([addr]))
data = self.spi_bus.read(1) # Only read second set of data
data = self.spi_bus.read(1)
self.cs.on()
return data
def _write_reg(self, addr, val):
self._bus_write(addr | 0x80, val)
def _read_reg(self, addr):
data = self._bus_read(addr & 0x7F)
return data
def _read_byte(self):
self.cs.off()
self.spi_bus.write(bytes([self.SINGLE_FIFO_READ]))
data = self.spi_bus.read(1)
data = self.spi_bus.read(1)
self.cs.on()
self.received_length -= 1
return data
def _wait_idle(self):
data = self._read_reg(self.CAM_REG_SENSOR_STATE)
while ((int.from_bytes(data, 1) & 0x03) == self.CAM_REG_SENSOR_STATE_IDLE):
data = self._read_reg(self.CAM_REG_SENSOR_STATE)
sleep_ms(2)
def _get_bit(self, addr, bit):
data = self._read_reg(addr);
return int.from_bytes(data, 1) & bit;

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@@ -2,4 +2,4 @@ port = 2222
server = "192.168.137.1"
data_path = "api/"
ssid = "stef"
password = "test123123"
password = "test123123"

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@@ -30,7 +30,4 @@ def connect():
# no exit, we have a connection!
print("[connection.py]: Connection established")
if __name__ == "__main__":
connect()
connect()

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pico_files/functions.py Normal file
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from pyplatex import ANPR
import asyncio
import torch
from ultralytics.nn.tasks import DetectionModel
torch.serialization.add_safe_globals({"DetectionModel": DetectionModel})
async def main():
anpr = ANPR()
plates = await anpr.detect("car.jpg")
print(plates)
# Run the async main function
asyncio.run(main())

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@@ -4,35 +4,73 @@ from connection import connection
from machine import Pin
from time import sleep
import random
from machine import Pin, SPI, reset
from camera import *
import os
import gc
import usocket as socket
wait_pin = Pin(13, Pin.OUT)
good_pin = Pin(15, Pin.OUT)
bad_pin = Pin(14, Pin.OUT)
# Send the POST request with the raw image data as the body
url = f"http://{config.server}:{config.port}/{config.data_path}"
url = f'http://{config.server}:{config.port}/{config.data_path}'
spi = SPI(0,sck=Pin(18), miso=Pin(16), mosi=Pin(19), baudrate=8000000) # Pins for the Raspberry Pi Pico
cs = Pin(17, Pin.OUT)
cam = Camera(spi, cs, debug_text_enabled=True)
headers = {"Content-Type": "image/jpeg"}
addr = socket.getaddrinfo(config.server,config.port)[0][-1]
def send_image(image_file_path):
with open(image_file_path, "rb") as f:
image_data = f.read()
headers = {"Content-Type": "image/jpeg"}
response = urequests.post(url, headers=headers, data=image_data)
return response.json()
cam.capture_jpg()
with open(image_file_path, 'wb') as f:
f.write(b"")
cam.save_JPG(image_file_path)
with open(image_file_path, 'rb') as f:
s = socket.socket()
s.connect(addr)
# Send HTTP headers
s.send(b"POST %s HTTP/1.1\r\n" % config.data_path.encode())
s.send(b"Host: %s\r\n" % config.server.encode())
s.send(b"Transfer-Encoding: chunked\r\n")
s.send(b"Content-Type: application/octet-stream\r\n")
s.send(b"\r\n")
chunk_size = 512
while True:
chunk = f.read(chunk_size)
if not chunk:
break
hex_len = hex(len(chunk))[2:].encode()
one = hex_len + b"\r\n"
two = chunk + b"\r\n"
print(one)
s.send(one)
print(two[-5:])
s.send(two)
gc.collect()
# Final chunk to end the stream
s.send(b"0\r\n\r\n")
s.close()
return
while connection.isconnected():
good_pin.low()
bad_pin.low()
wait_pin.high()
if random.choice([True, False]):
response = send_image("1234.jpg")
else:
response = send_image("car2.jpg")
#if random.choice([True, False]):
# response = send_image("1234.jpg")
#else:
# response = send_image("car2.jpg")
response = send_image("image.jpg")
print(response)
wait_pin.low()
if response["status"]:
good_pin.high()
else:
bad_pin.high()
sleep(1)
if response:
if response["status"]:
good_pin.high()
else:
bad_pin.high()
sleep(5)

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@@ -0,0 +1,26 @@
# A single, simple photo
# Import required modules
from machine import Pin, SPI, reset
from camera import *
from time import sleep
spi = SPI(0,sck=Pin(18), miso=Pin(16), mosi=Pin(19), baudrate=8000000) # Pins for the Raspberry Pi Pico
cs = Pin(17, Pin.OUT)
# A manager to handling new photos being taken
filemanager = FileManager()
print(1)
# Create a "Camera" object with the SPI interface defined above
cam = Camera(spi, cs, debug_text_enabled=True) # Default resolution of 640x480
sleep(1)
print(2)
# Capture a photo - this only takes a moment
cam.capture_jpg()
print(3)
# To let any data settle
sleep(.1)
print(4)
# Save the photo into the onboard memory
cam.save_JPG(filemanager.new_jpg_filename('image'))
print(5)

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pico_files/test.py Normal file
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@@ -0,0 +1,45 @@
import urequests
import config
from connection import connection
from machine import Pin
from time import sleep
import random
from machine import Pin, SPI, reset
from camera import *
import gc
wait_pin = Pin(13, Pin.OUT)
good_pin = Pin(15, Pin.OUT)
bad_pin = Pin(14, Pin.OUT)
# Send the POST request with the raw image data as the body
url = f'http://{config.server}:{config.port}/{config.data_path}'
spi = SPI(0,sck=Pin(18), miso=Pin(16), mosi=Pin(19), baudrate=921600) # Pins for the Raspberry Pi Pico
cs = Pin(17, Pin.OUT)
cam = Camera(spi, cs, debug_text_enabled=True)
def send_image(image_file_path):
gc.collect()
cam.capture_jpg()
sleep(3)
image_data = cam.return_image()
headers = {"Content-Type": "image/jpeg"}
response = urequests.post(url, headers=headers, data=image_data)
result = response.json()
response.close()
return result
while connection.isconnected():
good_pin.low()
bad_pin.low()
wait_pin.high()
response = send_image("image.jpg")
print(response)
wait_pin.low()
if response["status"]:
good_pin.high()
else:
bad_pin.high()
sleep(1)

38
pico_files/test2.py Normal file
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@@ -0,0 +1,38 @@
import urequests
import config
from connection import connection
from machine import Pin
from time import sleep
import random
wait_pin = Pin(13, Pin.OUT)
good_pin = Pin(15, Pin.OUT)
bad_pin = Pin(14, Pin.OUT)
# Send the POST request with the raw image data as the body
url = f"http://{config.server}:{config.port}/{config.data_path}"
def send_image(image_file_path):
with open(image_file_path, "rb") as f:
image_data = f.read()
headers = {"Content-Type": "image/jpeg"}
response = urequests.post(url, headers=headers, data=image_data)
return response.json()
while connection.isconnected():
good_pin.low()
bad_pin.low()
wait_pin.high()
if random.choice([True, False]):
response = send_image("1234.jpg")
else:
response = send_image("car2.jpg")
print(response)
wait_pin.low()
if response["status"]:
good_pin.high()
else:
bad_pin.high()
sleep(1)