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!)