[BUG] Issue with 300-W DataSet
Author: AaronHonjayaCreated Jul 22, 2024Updated Jul 22, 2024
Labelsbug
Severity
P1 - Urgent, but non-breaking
Current Behavior
In the 300w dataset, there are incorrect data points. A bunch of keypoints just have 2 as one of the x,y values causing keypoints to be on the edges:
I originally thought these keypoints may have just been marked with a 2 as a flag that means they aren't useful, but the image on the api website to visualize these keypoints have these points in the correct location:
from: https://app.activeloop.ai/activeloop/300w/firstdbf9474d461a19e9333c2fd19b46115348f
Steps to Reproduce
This is the code I wrote to show the keypoint locations (image with the green keypoints) `
ds = deeplake.load("hub://activeloop/300w")
imgs = ds.images
points = ds.keypoints.numpy()
points = points.reshape(599, 102, 2)
img = imgs[0].numpy()
point = points[0]
print(point)
for x, y in point:
cv2.circle(img, (int(x), int(y)), 20, (0, 255, 0), -1)
plt.imshow(img)
plt.axis('off')
plt.show()`
Expected/Desired Behavior
I expect the points to not be on the edge.
Python Version
3.11.7
OS
Windows 11
IDE
VScode
Packages
latest
Additional Context
No response
Possible Solution
No response
Are you willing to submit a PR?
- I'm willing to submit a PR (Thank you!)
Source: activeloopai/deeplake