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 picture-annotation.py

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text/x-script.python • 24.29 kiB
Python script, ASCII text executable
        
            
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from pyscript import document, fetch as pyfetch
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from pyscript.ffi import create_proxy
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import asyncio
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import json
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6
document.getElementById("shape-options").style.display = "flex"
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image = document.getElementById("annotation-image")
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zone = document.getElementById("annotation-zone")
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confirm_button = document.getElementById("annotation-confirm")
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cancel_button = document.getElementById("annotation-cancel")
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backspace_button = document.getElementById("annotation-backspace")
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delete_button = document.getElementById("annotation-delete")
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previous_button = document.getElementById("annotation-previous")
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next_button = document.getElementById("annotation-next")
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save_button = document.getElementById("annotation-save")
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object_list = document.getElementById("object-types")
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confirm_button.style.display = "none"
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cancel_button.style.display = "none"
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backspace_button.style.display = "none"
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delete_button.style.display = "none"
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previous_button.style.display = "none"
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next_button.style.display = "none"
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shape_type = ""
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bbox_pos = None
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new_shape = None
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selected_shape = None
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def make_shape_container():
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shape = document.createElementNS("http://www.w3.org/2000/svg", "svg")
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shape.setAttribute("width", "100%")
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shape.setAttribute("height", "100%")
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shape.setAttribute("viewBox", f"0 0 {image.naturalWidth} {image.naturalHeight}")
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shape.classList.add("shape-container")
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return shape
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41
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async def get_all_objects():
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response = await pyfetch("/api/object-types")
44
if response.ok:
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return await response.json()
46
47
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def follow_cursor(event):
49
rect = zone.getBoundingClientRect()
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x = event.clientX - rect.left
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y = event.clientY - rect.top
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vertical_ruler.style.left = str(x) + "px"
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horizontal_ruler.style.top = str(y) + "px"
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55
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def change_object_type(event):
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global selected_shape
58
if selected_shape is None:
59
return
60
selected_shape.setAttribute("data-object-type", event.currentTarget.value)
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change_object_type_proxy = create_proxy(change_object_type)
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def list_shapes():
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shapes = list(zone.getElementsByClassName("shape"))
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json_shapes = []
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for shape in shapes:
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shape_dict = {}
71
if shape.tagName == "rect":
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shape_dict["type"] = "bbox"
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shape_dict["shape"] = {
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"x": float(shape.getAttribute("x")) / image.naturalWidth,
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"y": float(shape.getAttribute("y")) / image.naturalHeight,
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"w": float(shape.getAttribute("width")) / image.naturalWidth,
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"h": float(shape.getAttribute("height")) / image.naturalHeight
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}
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elif shape.tagName == "polygon" or shape.tagName == "polyline":
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if shape.tagName == "polygon":
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shape_dict["type"] = "polygon"
82
elif shape.tagName == "polyline":
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shape_dict["type"] = "polyline"
84
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points = shape.getAttribute("points").split(" ")
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json_points = []
87
for point in points:
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x, y = point.split(",")
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x, y = float(x), float(y)
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json_points.append({
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"x": x / image.naturalWidth,
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"y": y / image.naturalHeight
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})
94
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shape_dict["shape"] = json_points
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elif shape.tagName == "circle" and shape.classList.contains("shape-point"):
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shape_dict["type"] = "point"
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shape_dict["shape"] = {
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"x": float(shape.getAttribute("cx")) / image.naturalWidth,
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"y": float(shape.getAttribute("cy")) / image.naturalHeight
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}
102
else:
103
continue
104
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shape_dict["object"] = shape.getAttribute("data-object-type")
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json_shapes.append(shape_dict)
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return json_shapes
109
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def put_shapes(json_shapes):
112
for shape in json_shapes:
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new_shape = make_shape_container()
114
zone_rect = zone.getBoundingClientRect()
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if shape["type"] == "bbox":
117
rectangle = document.createElementNS("http://www.w3.org/2000/svg", "rect")
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rectangle.setAttribute("x", str(shape["shape"]["x"] * image.naturalWidth))
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rectangle.setAttribute("y", str(shape["shape"]["y"] * image.naturalHeight))
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rectangle.setAttribute("width", str(shape["shape"]["w"] * image.naturalWidth))
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rectangle.setAttribute("height", str(shape["shape"]["h"] * image.naturalHeight))
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rectangle.setAttribute("fill", "none")
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rectangle.setAttribute("data-object-type", shape["object"] or "")
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rectangle.classList.add("shape-bbox")
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rectangle.classList.add("shape")
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new_shape.appendChild(rectangle)
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elif shape["type"] == "polygon" or shape["type"] == "polyline":
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polygon = document.createElementNS("http://www.w3.org/2000/svg", shape["type"])
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points = " ".join(
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[f"{point['x'] * image.naturalWidth},{point['y'] * image.naturalHeight}" for point in shape["shape"]])
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polygon.setAttribute("points", points)
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polygon.setAttribute("fill", "none")
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polygon.setAttribute("data-object-type", shape["object"] or "")
134
polygon.classList.add(f"shape-{shape['type']}")
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polygon.classList.add("shape")
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new_shape.appendChild(polygon)
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elif shape["type"] == "point":
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point = document.createElementNS("http://www.w3.org/2000/svg", "circle")
139
point.setAttribute("cx", str(shape["shape"]["x"] * image.naturalWidth))
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point.setAttribute("cy", str(shape["shape"]["y"] * image.naturalHeight))
141
point.setAttribute("r", "0")
142
point.classList.add("shape-point")
143
point.classList.add("shape")
144
point.setAttribute("data-object-type", shape["object"] or "")
145
new_shape.appendChild(point)
146
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zone.appendChild(new_shape)
148
149
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async def load_shapes():
151
resource_id = document.getElementById("resource-id").value
152
response = await pyfetch(f"/picture/{resource_id}/get-annotations")
153
if response.ok:
154
shapes = await response.json()
155
return shapes
156
157
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async def save_shapes(event):
159
shapes = list_shapes()
160
resource_id = document.getElementById("resource-id").value
161
print("Saving shapes:", shapes)
162
response = await pyfetch(f"/picture/{resource_id}/save-annotations",
163
method="POST",
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headers={
165
"Content-Type": "application/json"
166
},
167
body=json.dumps(shapes)
168
)
169
if response.ok:
170
return await response
171
172
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save_shapes_proxy = create_proxy(save_shapes)
174
save_button.addEventListener("click", save_shapes_proxy)
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delete_shape_key_proxy = create_proxy(lambda event: event.key == "Delete" and delete_shape_proxy(None))
176
next_shape_key_proxy = create_proxy(lambda event: event.key == "ArrowRight" and next_shape_proxy(None))
177
previous_shape_key_proxy = create_proxy(lambda event: event.key == "ArrowLeft" and previous_shape_proxy(None))
178
179
180
def get_centre(shape):
181
if shape.tagName == "rect":
182
x = float(shape.getAttribute("x")) + float(shape.getAttribute("width")) / 2
183
y = float(shape.getAttribute("y")) + float(shape.getAttribute("height")) / 2
184
elif shape.tagName == "polygon":
185
points = shape.getAttribute("points").split(" ")
186
# Average of the extreme points
187
sorted_x = sorted([float(point.split(",")[0]) for point in points])
188
sorted_y = sorted([float(point.split(",")[1]) for point in points])
189
top = sorted_y[0]
190
bottom = sorted_y[-1]
191
left = sorted_x[0]
192
right = sorted_x[-1]
193
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x = (left + right) / 2
195
y = (top + bottom) / 2
196
elif shape.tagName == "polyline":
197
points = shape.getAttribute("points").split(" ")
198
# Median point
199
x = float(points[len(points) // 2].split(",")[0])
200
y = float(points[len(points) // 2].split(",")[1])
201
elif shape.tagName == "circle" and shape.classList.contains("shape-point"):
202
x = float(shape.getAttribute("cx"))
203
y = float(shape.getAttribute("cy"))
204
else:
205
return None
206
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return x, y
208
209
210
async def focus_shape(shape):
211
global selected_shape
212
213
if shape_type != "select":
214
return
215
if selected_shape is not None:
216
selected_shape.classList.remove("selected")
217
218
selected_shape = shape
219
220
selected_shape.classList.add("selected")
221
222
objects = await get_all_objects()
223
224
delete_button.style.display = "block"
225
next_button.style.display = "block"
226
previous_button.style.display = "block"
227
document.addEventListener("keydown", delete_shape_key_proxy)
228
document.addEventListener("keydown", next_shape_key_proxy)
229
document.addEventListener("keydown", previous_shape_key_proxy)
230
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object_list.style.display = "flex"
232
object_list.style.left = str(get_centre(shape)[0] / image.naturalWidth * 100) + "%"
233
object_list.style.top = str(get_centre(shape)[1] / image.naturalHeight * 100) + "%"
234
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object_list.innerHTML = ""
236
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new_radio = document.createElement("input")
238
new_radio.setAttribute("type", "radio")
239
new_radio.setAttribute("name", "object-type")
240
new_radio.setAttribute("value", "")
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new_label = document.createElement("label")
242
new_label.appendChild(new_radio)
243
new_label.append("Undefined")
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object_list.appendChild(new_label)
245
new_radio.addEventListener("change", change_object_type_proxy)
246
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selected_object = selected_shape.getAttribute("data-object-type")
248
if not selected_object:
249
new_radio.setAttribute("checked", "")
250
251
for object, description in objects.items():
252
new_radio = document.createElement("input")
253
new_radio.setAttribute("type", "radio")
254
new_radio.setAttribute("name", "object-type")
255
new_radio.setAttribute("value", object)
256
if selected_object == object:
257
new_radio.setAttribute("checked", "")
258
new_label = document.createElement("label")
259
new_label.appendChild(new_radio)
260
new_label.append(object)
261
object_list.appendChild(new_label)
262
new_radio.addEventListener("change", change_object_type_proxy)
263
264
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async def select_shape(event):
266
await focus_shape(event.target)
267
268
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async def next_shape(event):
270
global selected_shape
271
if selected_shape is None:
272
return
273
274
selected_svg = selected_shape.parentNode
275
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while selected_svg is not None:
277
next_sibling = selected_svg.nextElementSibling
278
if next_sibling and next_sibling.classList.contains("shape-container"):
279
selected_svg = next_sibling
280
break
281
elif next_sibling is None:
282
# If no more siblings, loop back to the first child
283
selected_svg = selected_svg.parentNode.firstElementChild
284
while selected_svg is not None and not selected_svg.classList.contains(
285
"shape-container"):
286
selected_svg = selected_svg.nextElementSibling
287
break
288
else:
289
selected_svg = next_sibling
290
291
if selected_svg:
292
shape = selected_svg.firstElementChild
293
await focus_shape(shape)
294
295
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async def previous_shape(event):
297
global selected_shape
298
if selected_shape is None:
299
return
300
301
selected_svg = selected_shape.parentNode
302
303
while selected_svg is not None:
304
next_sibling = selected_svg.previousElementSibling
305
if next_sibling and next_sibling.classList.contains("shape-container"):
306
selected_svg = next_sibling
307
break
308
elif next_sibling is None:
309
# If no more siblings, loop back to the last child
310
selected_svg = selected_svg.parentNode.lastElementChild
311
while selected_svg is not None and not selected_svg.classList.contains(
312
"shape-container"):
313
selected_svg = selected_svg.previousElementSibling
314
break
315
else:
316
selected_svg = next_sibling
317
318
if selected_svg:
319
shape = selected_svg.firstElementChild
320
await focus_shape(shape)
321
322
323
def unselect_shape(event):
324
global selected_shape
325
326
if selected_shape is not None:
327
selected_shape.classList.remove("selected")
328
selected_shape = None
329
330
object_list.innerHTML = ""
331
object_list.style.display = "none"
332
delete_button.style.display = "none"
333
next_button.style.display = "none"
334
previous_button.style.display = "none"
335
document.removeEventListener("keydown", delete_shape_key_proxy)
336
document.removeEventListener("keydown", next_shape_key_proxy)
337
document.removeEventListener("keydown", previous_shape_key_proxy)
338
339
340
def delete_shape(event):
341
global selected_shape
342
if selected_shape is None:
343
return
344
# Shape is SVG shape inside SVG so we need to remove the parent SVG
345
selected_shape.parentNode.remove()
346
selected_shape = None
347
object_list.innerHTML = ""
348
object_list.style.display = "none"
349
delete_button.style.display = "none"
350
next_button.style.display = "none"
351
previous_button.style.display = "none"
352
document.removeEventListener("keydown", delete_shape_key_proxy)
353
document.removeEventListener("keydown", next_shape_key_proxy)
354
document.removeEventListener("keydown", previous_shape_key_proxy)
355
356
357
select_shape_proxy = create_proxy(select_shape)
358
unselect_shape_proxy = create_proxy(unselect_shape)
359
delete_shape_proxy = create_proxy(delete_shape)
360
next_shape_proxy = create_proxy(next_shape)
361
previous_shape_proxy = create_proxy(previous_shape)
362
363
delete_button.addEventListener("click", delete_shape_proxy)
364
next_button.addEventListener("click", next_shape_proxy)
365
previous_button.addEventListener("click", previous_shape_proxy)
366
367
# These are functions usable in JS
368
cancel_bbox_proxy = create_proxy(lambda event: cancel_bbox(event))
369
make_bbox_proxy = create_proxy(lambda event: make_bbox(event))
370
make_polygon_proxy = create_proxy(lambda event: make_polygon(event))
371
follow_cursor_proxy = create_proxy(follow_cursor)
372
373
374
def switch_shape(event):
375
global shape_type
376
object_list.innerHTML = ""
377
unselect_shape(None)
378
shape = event.currentTarget.id
379
shape_type = shape
380
if shape_type == "select":
381
# Add event listeners to existing shapes
382
print(len(list(document.getElementsByClassName("shape"))), "shapes found")
383
for shape in document.getElementsByClassName("shape"):
384
print("Adding event listener to shape:", shape)
385
shape.addEventListener("click", select_shape_proxy)
386
image.addEventListener("click", unselect_shape_proxy)
387
helper_message.innerText = "Click on a shape to select"
388
# Cancel the current shape creation
389
if shape_type == "shape-bbox":
390
cancel_bbox(None)
391
elif shape_type == "shape-polygon":
392
cancel_polygon(None)
393
elif shape_type == "shape-polyline":
394
cancel_polygon(None)
395
else:
396
# Remove event listeners for selection
397
for shape in document.getElementsByClassName("shape"):
398
print("Removing event listener from shape:", shape)
399
shape.removeEventListener("click", select_shape_proxy)
400
image.removeEventListener("click", unselect_shape_proxy)
401
helper_message.innerText = "Select a shape type then click on the image to begin defining it"
402
print("Shape is now of type:", shape)
403
404
405
def select_mode():
406
global shape_type
407
shape_type = "select"
408
document.getElementById("select").click()
409
410
411
vertical_ruler = document.getElementById("annotation-ruler-vertical")
412
horizontal_ruler = document.getElementById("annotation-ruler-horizontal")
413
vertical_ruler_2 = document.getElementById("annotation-ruler-vertical-secondary")
414
horizontal_ruler_2 = document.getElementById("annotation-ruler-horizontal-secondary")
415
helper_message = document.getElementById("annotation-helper-message")
416
417
helper_message.innerText = "Select a shape type then click on the image to begin defining it"
418
419
420
def cancel_bbox(event):
421
global bbox_pos, new_shape
422
423
# Key must be ESCAPE
424
if event is not None and hasattr(event, "key") and event.key != "Escape":
425
return
426
427
if new_shape is not None and event is not None:
428
# Require event so the shape is kept when it ends normally
429
new_shape.remove()
430
zone.removeEventListener("click", make_bbox_proxy)
431
document.removeEventListener("keydown", cancel_bbox_proxy)
432
cancel_button.removeEventListener("click", cancel_bbox_proxy)
433
434
bbox_pos = None
435
vertical_ruler.style.display = "none"
436
horizontal_ruler.style.display = "none"
437
vertical_ruler_2.style.display = "none"
438
horizontal_ruler_2.style.display = "none"
439
zone.style.cursor = "auto"
440
cancel_button.style.display = "none"
441
helper_message.innerText = "Select a shape type then click on the image to begin defining it"
442
new_shape = None
443
444
445
def make_bbox(event):
446
global new_shape, bbox_pos
447
zone_rect = zone.getBoundingClientRect()
448
449
if bbox_pos is None:
450
helper_message.innerText = "Now define the second point"
451
452
bbox_pos = [(event.clientX - zone_rect.left) / zone_rect.width,
453
(event.clientY - zone_rect.top) / zone_rect.height]
454
vertical_ruler_2.style.left = str(bbox_pos[0] * 100) + "%"
455
horizontal_ruler_2.style.top = str(bbox_pos[1] * 100) + "%"
456
vertical_ruler_2.style.display = "block"
457
horizontal_ruler_2.style.display = "block"
458
459
else:
460
x0, y0 = bbox_pos.copy()
461
x1 = (event.clientX - zone_rect.left) / zone_rect.width
462
y1 = (event.clientY - zone_rect.top) / zone_rect.height
463
464
rectangle = document.createElementNS("http://www.w3.org/2000/svg", "rect")
465
466
new_shape = make_shape_container()
467
zone_rect = zone.getBoundingClientRect()
468
469
new_shape.appendChild(rectangle)
470
zone.appendChild(new_shape)
471
472
minx = min(x0, x1)
473
miny = min(y0, y1)
474
maxx = max(x0, x1)
475
maxy = max(y0, y1)
476
477
rectangle.setAttribute("x", str(minx * image.naturalWidth))
478
rectangle.setAttribute("y", str(miny * image.naturalHeight))
479
rectangle.setAttribute("width", str((maxx - minx) * image.naturalWidth))
480
rectangle.setAttribute("height", str((maxy - miny) * image.naturalHeight))
481
rectangle.setAttribute("fill", "none")
482
rectangle.setAttribute("data-object-type", "")
483
rectangle.classList.add("shape-bbox")
484
rectangle.classList.add("shape")
485
486
# Add event listeners to the new shape
487
rectangle.addEventListener("click", select_shape_proxy)
488
489
cancel_bbox(None)
490
491
492
polygon_points = []
493
494
495
def make_polygon(event):
496
global new_shape, polygon_points
497
498
polygon = new_shape.children[0]
499
500
zone_rect = zone.getBoundingClientRect()
501
502
polygon_points.append(((event.clientX - zone_rect.left) / zone_rect.width,
503
(event.clientY - zone_rect.top) / zone_rect.height))
504
505
# Update the polygon
506
polygon.setAttribute("points", " ".join(
507
[f"{point[0] * image.naturalWidth},{point[1] * image.naturalHeight}" for point in
508
polygon_points]))
509
510
511
def reset_polygon():
512
global new_shape, polygon_points
513
514
zone.removeEventListener("click", make_polygon_proxy)
515
document.removeEventListener("keydown", close_polygon_proxy)
516
document.removeEventListener("keydown", cancel_polygon_proxy)
517
document.removeEventListener("keydown", backspace_polygon_proxy)
518
confirm_button.style.display = "none"
519
cancel_button.style.display = "none"
520
backspace_button.style.display = "none"
521
confirm_button.removeEventListener("click", close_polygon_proxy)
522
cancel_button.removeEventListener("click", cancel_polygon_proxy)
523
backspace_button.removeEventListener("click", backspace_polygon_proxy)
524
polygon_points.clear()
525
526
zone.style.cursor = "auto"
527
new_shape = None
528
529
530
def close_polygon(event):
531
if event is not None and hasattr(event, "key") and event.key != "Enter":
532
return
533
# Polygon is already there, but we need to remove the events
534
reset_polygon()
535
536
537
def cancel_polygon(event):
538
if event is not None and hasattr(event, "key") and event.key != "Escape":
539
return
540
# Delete the polygon
541
new_shape.remove()
542
reset_polygon()
543
544
545
def backspace_polygon(event):
546
if event is not None and hasattr(event, "key") and event.key != "Backspace":
547
return
548
if not polygon_points:
549
return
550
polygon_points.pop()
551
polygon = new_shape.children[0]
552
polygon.setAttribute("points", " ".join(
553
[f"{point[0] * image.naturalWidth},{point[1] * image.naturalHeight}" for point in
554
polygon_points]))
555
556
557
close_polygon_proxy = create_proxy(close_polygon)
558
cancel_polygon_proxy = create_proxy(cancel_polygon)
559
backspace_polygon_proxy = create_proxy(backspace_polygon)
560
561
562
def open_shape(event):
563
global new_shape, bbox_pos
564
if bbox_pos or shape_type == "select":
565
return
566
print("Creating a new shape of type:", shape_type)
567
568
if shape_type == "shape-bbox":
569
helper_message.innerText = ("Define the first point at the intersection of the lines "
570
"by clicking on the image, or click the cross to cancel")
571
572
cancel_button.addEventListener("click", cancel_bbox_proxy)
573
document.addEventListener("keydown", cancel_bbox_proxy)
574
cancel_button.style.display = "block"
575
bbox_pos = None
576
zone.addEventListener("click", make_bbox_proxy)
577
vertical_ruler.style.display = "block"
578
horizontal_ruler.style.display = "block"
579
zone.style.cursor = "crosshair"
580
elif shape_type == "shape-polygon" or shape_type == "shape-polyline":
581
if shape_type == "shape-polygon":
582
helper_message.innerText = ("Click on the image to define the points of the polygon, "
583
"press escape to cancel, enter to close, or backspace to "
584
"remove the last point")
585
elif shape_type == "shape-polyline":
586
helper_message.innerText = ("Click on the image to define the points of the polyline, "
587
"press escape to cancel, enter to finish, or backspace to "
588
"remove the last point")
589
590
if not polygon_points and not new_shape:
591
new_shape = make_shape_container()
592
zone_rect = zone.getBoundingClientRect()
593
594
if not polygon_points and int(new_shape.children.length) == 0:
595
zone.addEventListener("click", make_polygon_proxy)
596
document.addEventListener("keydown", close_polygon_proxy)
597
document.addEventListener("keydown", cancel_polygon_proxy)
598
document.addEventListener("keydown", backspace_polygon_proxy)
599
cancel_button.addEventListener("click", cancel_polygon_proxy)
600
cancel_button.style.display = "block"
601
confirm_button.addEventListener("click", close_polygon_proxy)
602
confirm_button.style.display = "block"
603
backspace_button.addEventListener("click", backspace_polygon_proxy)
604
backspace_button.style.display = "block"
605
if shape_type == "shape-polygon":
606
polygon = document.createElementNS("http://www.w3.org/2000/svg", "polygon")
607
polygon.classList.add("shape-polygon")
608
elif shape_type == "shape-polyline":
609
polygon = document.createElementNS("http://www.w3.org/2000/svg", "polyline")
610
polygon.classList.add("shape-polyline")
611
polygon.setAttribute("fill", "none")
612
polygon.setAttribute("data-object-type", "")
613
polygon.classList.add("shape")
614
new_shape.appendChild(polygon)
615
zone.appendChild(new_shape)
616
zone.style.cursor = "crosshair"
617
elif shape_type == "shape-point":
618
point = document.createElementNS("http://www.w3.org/2000/svg", "circle")
619
zone_rect = zone.getBoundingClientRect()
620
point.setAttribute("cx", str((event.clientX - zone_rect.left) / zone_rect.width * image.naturalWidth))
621
point.setAttribute("cy", str((event.clientY - zone_rect.top) / zone_rect.height * image.naturalHeight))
622
point.setAttribute("r", "0")
623
point.classList.add("shape-point")
624
point.classList.add("shape")
625
point.setAttribute("data-object-type", "")
626
627
new_shape = make_shape_container()
628
zone_rect = zone.getBoundingClientRect()
629
630
new_shape.appendChild(point)
631
zone.appendChild(new_shape)
632
633
new_shape = None
634
635
636
637
for button in list(document.getElementById("shape-selector").children):
638
button.addEventListener("click", create_proxy(switch_shape))
639
print("Shape", button.id, "is available")
640
641
zone.addEventListener("mousemove", follow_cursor_proxy)
642
zone.addEventListener("click", create_proxy(open_shape))
643
644
# Load existing annotations, if any
645
put_shapes(await load_shapes())
646
print("Ready!")
647