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fixed normalization and renamed depth->disparity in demo 10
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examples/10_mono_depth_mobilenetssd.py

Lines changed: 12 additions & 12 deletions
Original file line numberDiff line numberDiff line change
@@ -55,10 +55,9 @@
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manip.out.link(nn.input)
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# Create outputs
58-
depthOut = pipeline.createXLinkOut()
59-
depthOut.setStreamName("depth")
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stereo.disparity.link(depthOut.input)
58+
disparityOut = pipeline.createXLinkOut()
59+
disparityOut.setStreamName("disparity")
60+
stereo.disparity.link(disparityOut.input)
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xoutRight = pipeline.createXLinkOut()
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xoutRight.setStreamName("rectifiedRight")
@@ -79,7 +78,7 @@
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# Output queues will be used to get the grayscale / depth frames and nn data from the outputs defined above
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qRight = device.getOutputQueue("rectifiedRight", maxSize=4, blocking=False)
82-
qDepth = device.getOutputQueue("depth", maxSize=4, blocking=False)
81+
qDisparity = device.getOutputQueue("disparity", maxSize=4, blocking=False)
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qDet = device.getOutputQueue("nn", maxSize=4, blocking=False)
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rightFrame = None
@@ -104,11 +103,12 @@ def show(name, frame):
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# Show the frame
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cv2.imshow(name, frame)
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106+
disparity_multiplier = 255 / 95 # Disparity range is 0..95
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while True:
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# Instead of get (blocking), we use tryGet (nonblocking) which will return the available data or None otherwise
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inRight = qRight.tryGet()
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inDet = qDet.tryGet()
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inDepth = qDepth.tryGet()
111+
inDisparity = qDisparity.tryGet()
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if inRight is not None:
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rightFrame = inRight.getCvFrame()
@@ -124,13 +124,13 @@ def show(name, frame):
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detection.xmin = 1 - detection.xmax
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detection.xmax = 1 - swap
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127-
if inDepth is not None:
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# Frame is transformed, the color map will be applied to highlight the depth info
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if inDisparity is not None:
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# Frame is transformed, normalized, and color map will be applied to highlight the depth info
129+
disparityFrame = inDisparity.getFrame()
130+
disparityFrame = (disparityFrame*disparity_multiplier).astype(np.uint8)
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# Available color maps: https://docs.opencv.org/3.4/d3/d50/group__imgproc__colormap.html
130-
depthFrame = cv2.applyColorMap(inDepth.getFrame(), cv2.COLORMAP_JET)
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if depthFrame is not None:
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show("depth", depthFrame)
132+
disparityFrame = cv2.applyColorMap(disparityFrame, cv2.COLORMAP_JET)
133+
show("disparity", disparityFrame)
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if rightFrame is not None:
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show("rectified right", rightFrame)

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