import sensor, image, time, math sensor.reset() sensor.set_pixformat(sensor.RGB565) sensor.set_framesize(sensor.QVGA) sensor.skip_frames(time = 2000) clock = time.clock() """ returns hsv tuple for rgb input tuple """ def rgb2hsv(rgb): r, g, b = rgb maxc = max(r, g, b) minc = min(r, g, b) rangec = (maxc-minc) v = maxc if minc == maxc: return 0.0, 0.0, v s = rangec / maxc rc = (maxc-r) / rangec gc = (maxc-g) / rangec bc = (maxc-b) / rangec if r == maxc: h = bc-gc elif g == maxc: h = 2.0+rc-bc else: h = 4.0+gc-rc h = (h/6.0) % 1.0 return (h, s, v) def traf_lights(imgTraffic): img = imgTraffic.to_grayscale() for blob in img.find_blobs([(0, 60)], pixels_threshold=100): aspect = blob.h() / blob.w() if abs(aspect - 2.2) > 0.5: continue lights = ( (round(blob.x() + blob.w() / 2), round(blob.y() + 0.8 * blob.h())), (round(blob.x() + blob.w() / 2), round(blob.y() + 0.5 * blob.h())), (round(blob.x() + blob.w() / 2), round(blob.y() + 0.2 * blob.h())), ) light_status = 0 for i, light in enumerate(lights): r, g, b = original.get_pixel(light[0], light[1]) h, s, v = rgb2hsv(((r/255),(g/255),(b/255),)) if s < 0.65: continue # if v < 0.3: continue if i == 0 and abs(h - 0.50) < 0.45: continue if i == 1 and abs(h - 0.05) > 0.1: continue if i == 2 and abs(h - 0.40) > 0.1: continue light_status = i + 1 #print((h,s,v,)) break if light_status == 0: continue img.draw_rectangle(blob.rect()) img.draw_circle(lights[light_status-1][0], lights[light_status-1][1], 2) #print(("", "rood", "geel", "groen")[light_status]) if light_status == 1: return 0x06 elif light_status == 2: return 0x07 elif light_status == 3: return 0x08 else: return 0x01