def draw():
p5.colorMode(p5.RGB)
p5.background(0)
if len(projection):
p5.pushMatrix()
p5.colorMode(p5.HSB)
p5.translate(width/4, height/4)
p5.scale(width/2, height/2)
for point, label in zip(projection, labels):
p5.stroke(p5.color(label * 26., 255, 255))
p5.point(point[0], point[1])
p5.popMatrix()
#send osc to MaxPatch
probability_lda = model.predict_proba([getAmplitude(recent)])
send_osc_message("/lda",probability_lda)
probability_svc = clf.predict_proba([getAmplitude(recent)])
send_osc_message("/svm",probability_svc)
cur = model.transform([getAmplitude(recent)])
cur = cur[0]
cur = (cur - p_min) / (p_max - p_min)
global predicted
if predicted == None:
predicted = cur
else:
predicted = predicted * .9 + cur * .1
p5.stroke(p5.color(0, 0, 255))
p5.ellipse(width/4 + predicted[0] * width/2, height/4 + predicted[1] * height/2, 10, 10)
elif len(recent):
# draw time-amplitude
p5.pushMatrix()
p5.translate(0, height/2)
p5.scale(width / N, height/2)
p5.stroke(255)
p5.noFill()
p5.beginShape()
for x, y in enumerate(recent):
p5.vertex(x, y)
p5.endShape()
p5.popMatrix()
# draw frequency-amplitude
amp = getAmplitude(recent)
p5.pushMatrix()
p5.translate(0, height)
p5.scale(width, -height)
p5.stroke(255)
p5.noFill()
p5.beginShape()
for x, y in enumerate(amp):
p5.vertex(math.log(1+x, len(amp)), pow(y, .5))
p5.endShape()
p5.popMatrix()
def draw_screen(points, slopes, line_segments, arc_segments):
# Setup processing
import pyprocessing as proc
proc.size(VIEW_WIDTH, VIEW_HEIGHT)
proc.smooth()
proc.background(255, 255, 255)
proc.ellipseMode(proc.RADIUS)
# Prepare camera
bbox = BoundingBox(points)
eye_x = bbox.min_x + bbox.width / 2.0
eye_y = bbox.min_y + bbox.height / 2.0
eye_z = (1.5 * max(bbox.width, bbox.height) / 2.0) / sin(radians(50))
center_x = bbox.min_x + bbox.width / 2.0
center_y = bbox.min_y + bbox.height / 2.0
proc.camera(
eye_x,
eye_y,
eye_z,
center_x,
center_y,
0,
0,
1,
0)
if RENDER_CIRCLES:
proc.noFill()
proc.stroke(232, 232, 232)
for arc in arc_segments:
proc.ellipse(arc.c[0], arc.c[1], arc.r, arc.r)
if RENDER_SLOPES:
proc.stroke(127, 127, 127)
for k in range(len(points)):
if slopes[k]:
p = points[k]
s = slopes[k].vector / norm(slopes[k].vector) # normalize
x0 = p.x() - s[0] * SLOPE_LENGTH
y0 = p.y() - s[1] * SLOPE_LENGTH
x1 = p.x() + s[0] * SLOPE_LENGTH
y1 = p.y() + s[1] * SLOPE_LENGTH
proc.line(x0, y0, x1, y1)
# line_segments
proc.stroke(0, 0, 0, 255)
for line in line_segments:
proc.line(line.a.x(), line.a.y(), line.b.x(), line.b.y())
# arc_segments
proc.noFill()
proc.stroke(255, 0, 0, 255)
for arc in arc_segments:
proc.arc(arc.c[0], arc.c[1], arc.r, arc.r, arc.alfa, arc.beta)
# Points
proc.fill(255, 0, 0)
proc.stroke(0, 0, 0)
for p in points:
proc.rect(p.x() - BOX_WIDTH / 2.0, p.y() - BOX_WIDTH / 2.0, BOX_WIDTH, BOX_WIDTH)
# Execute! :-)
proc.run()
def setup(): p.size(SIZE, SIZE) p.noFill() p.stroke(255)