davis240_test.py

"""DAVIS240 test example.

Author: Yuhuang Hu
Email : duguyue100@gmail.com
"""
from __future__ import print_function

import numpy as np
import cv2

from pyaer import libcaer
from pyaer.davis import DAVIS

device = DAVIS(noise_filter=True)

print ("Device ID:", device.device_id)
if device.device_is_master:
    print ("Device is master.")
else:
    print ("Device is slave.")
print ("Device Serial Number:", device.device_serial_number)
print ("Device String:", device.device_string)
print ("Device USB bus Number:", device.device_usb_bus_number)
print ("Device USB device address:", device.device_usb_device_address)
print ("Device size X:", device.dvs_size_X)
print ("Device size Y:", device.dvs_size_Y)
print ("Logic Version:", device.logic_version)
print ("Background Activity Filter:",
       device.dvs_has_background_activity_filter)


device.start_data_stream()
# set new bias after data streaming
device.set_bias_from_json("./scripts/configs/davis240c_config.json")

clip_value = 3
histrange = [(0, v) for v in (180, 240)]


def get_event(device):
    data = device.get_event("events_hist")

    return data


#  num_packet_before_disable = 1000

while True:
    try:
        data = get_event(device)
        if data is not None:
            (pol_events, num_pol_event,
             special_events, num_special_event,
             frames_ts, frames, imu_events,
             num_imu_event) = data
            if frames.shape[0] != 0:
                cv2.imshow("frame", frames[0])

            print ("Number of events:", num_pol_event, "Number of Frames:",
                   frames.shape, "Exposure:",
                   device.get_config(
                       libcaer.DAVIS_CONFIG_APS,
                       libcaer.DAVIS_CONFIG_APS_EXPOSURE))

            if num_pol_event != 0:
                img = pol_events[..., 1]-pol_events[..., 0]
                img = np.clip(img, -clip_value, clip_value)
                img = img+clip_value

                cv2.imshow("image", img/float(clip_value*2))

            if cv2.waitKey(1) & 0xFF == ord('q'):
                break

        else:
            pass

    except KeyboardInterrupt:
        device.shutdown()
        break