#!/usr/bin/env python3 # -*- coding: utf-8 -*- from typing import Callable, Optional, Union from time import sleep from enum import Enum import numpy as np import pyarrow as pa from utils import LABELS from dora import DoraStatus DISTANCE = 2 class Operator: """ Infering object from images """ def __init__(self): self.over = False self.start = False def on_event( self, dora_event: dict, send_output: Callable[[str, Union[bytes, pa.Array], Optional[dict]], None], ) -> DoraStatus: if dora_event["type"] == "INPUT": return self.on_input(dora_event, send_output) return DoraStatus.CONTINUE def on_input( self, dora_input: dict, send_output: Callable[[str, Union[bytes, pa.array], Optional[dict]], None], ) -> DoraStatus: if dora_input["id"] == "bbox": if not self.start: send_output("led", pa.array([255, 0, 0]), dora_input["metadata"]) self.start = True bboxs = dora_input["value"].to_numpy() bboxs = np.reshape(bboxs, (-1, 6)) bottle = False laser = False obstacle = False for bbox in bboxs: box = True [ min_x, min_y, max_x, max_y, confidence, label, ] = bbox if ( (min_x + max_x) / 2 > 240 and (min_x + max_x) / 2 < 400 and LABELS[int(label)] == "cup" ): laser = True if ( (min_x + max_x) / 2 > 240 and (min_x + max_x) / 2 < 400 and LABELS[int(label)] == "bottle" ): bottle = True if LABELS[int(label)] != "ABC" and not obstacle: obstacle = True if laser: send_output("blaster", pa.array([128]), dora_input["metadata"]) else: send_output("blaster", pa.array([0]), dora_input["metadata"]) if bottle: send_output("led", pa.array([0, 0, 255]), dora_input["metadata"]) elif obstacle: send_output("led", pa.array([0, 255, 0]), dora_input["metadata"]) else: send_output("led", pa.array([0, 0, 0]), dora_input["metadata"]) obstacle = False bottle = False laser = False return DoraStatus.CONTINUE