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def test_depth2rgb():
data = imgviz.data.arc2017()
depthviz = imgviz.depth2rgb(data["depth"])
assert depthviz.dtype == np.uint8
H, W = data["depth"].shape[:2]
assert depthviz.shape == (H, W, 3)
def get_images():
data = imgviz.data.arc2017()
yield data["rgb"]
yield imgviz.depth2rgb(data["depth"], min_value=0.3, max_value=1)
yield imgviz.label2rgb(data["class_label"])
def depth2rgb():
data = imgviz.data.arc2017()
depthviz = imgviz.depth2rgb(data["depth"], min_value=0.3, max_value=1)
# -------------------------------------------------------------------------
plt.figure(dpi=200)
plt.subplot(121)
plt.title("rgb")
plt.imshow(data["rgb"])
plt.axis("off")
plt.subplot(122)
plt.title("depth (colorized)")
plt.imshow(depthviz)
plt.axis("off")
img = imgviz.io.pyplot_to_numpy()
import matplotlib.pyplot as plt
here = osp.dirname(osp.abspath(__file__)) # NOQA
# -----------------------------------------------------------------------------
# GETTING_STARTED {{
import imgviz
# sample data of rgb, depth, class label and instance masks
data = imgviz.data.arc2017()
# colorize depth image with JET colormap
depth = data["depth"]
depthviz = imgviz.depth2rgb(depth, min_value=0.3, max_value=1)
# colorize label image
class_label = data["class_label"]
labelviz = imgviz.label2rgb(class_label, label_names=data["class_names"])
# instance bboxes
rgb = data["rgb"]
bboxes = data["bboxes"].astype(int)
labels = data["labels"]
captions = [data["class_names"][l] for l in labels]
bboxviz = imgviz.instances2rgb(image=rgb, bboxes=bboxes, labels=labels, captions=captions)
# instance masks
masks = data["masks"] == 1
maskviz = imgviz.instances2rgb(image=rgb, masks=masks, labels=labels, captions=captions)