def objectClassification(color, label=False):
global image, workingImage, app
width, height = workingImage["size"][0], workingImage["size"][1]
pixels = workingImage["pixels"]
pixels, objects = filters.objectClassification(pixels, width, height, color=color)
saveImageChanges(pixels)
app.updateCanvas()
if(label):
for mObject in objects:
x, y = mObject["center"][0], mObject["center"][1]
app.edit_canvas.create_oval(mObject["center"][0]-3, mObject["center"][1]-3, mObject["center"][0]+3, mObject["center"][1]+3, fill="black", outline="black")
l = Label(app.edit_canvas, text="Ob%d"%(mObject["id"])).place(x=x,y=y)
print "Object ID: %d, Size (pixels): %s, Size (percentage): %s%%"%(mObject["id"], len(mObject["pixels"]), mObject["percentage"])
print "Done!"
return objects
def objectClassification(color, label=False): global image, lastImage, app i = "tmp.png" a, width, height, pixels = imageToPixels(lastImage) pixels, objects = filters.objectClassification(pixels, width, height, color=color) saveImage((width, height), pixels, i) lastImage = i a.putdata(pixels) app.editImage = ImageTk.PhotoImage(a) app.edit_canvas.configure(width=width, height=height) app.edit_canvas.create_image(width/2, height/2, image=app.editImage) if(label): for mObject in objects: #x,y = mObject["center"][0], mObject["center"][1] #app.edit_canvas.create_oval(mObject["center"][0]-3, mObject["center"][1]-3, mObject["center"][0]+3, mObject["center"][1]+3, fill="black", outline="black") #l = Label(app.edit_canvas, text="Ob%d"%(mObject["id"])).place(x=x,y=y) print "Object ID: %d, Size (pixels): %s, Size (percentage): %s%%"%(mObject["id"], len(mObject["pixels"]), mObject["percentage"]) print "Done!" return objects
def objectClassification(color, label=False):
global image, workingImage, app
width, height = workingImage["size"][0], workingImage["size"][1]
pixels = workingImage["pixels"]
pixels, objects = filters.objectClassification(pixels, width, height, color=color)
if(label):
mask = Image.new("RGBA", workingImage["size"])
draw = ImageDraw.Draw(mask)
saveImageChanges(pixels)
for mObject in objects:
x, y = mObject["center"][0], mObject["center"][1]
draw.ellipse((mObject["center"][0]-3, mObject["center"][1]-3, mObject["center"][0]+3, mObject["center"][1]+3), fill="black")
draw.text((x+2,y+2), "Ob%d"%(mObject["id"]), fill="white")
print "Object ID: %d, Size (pixels): %s, Size (percentage): %s%%, Detection Point: %s"%(mObject["id"], len(mObject["pixels"]), mObject["percentage"], mObject["dp"])
saveImageDraw(mask)
app.updateCanvas()
print "Done!"
return objects
