nik1806/Single-Human-Keypoint-Detection

Normalise image and keypoints values

Closed this issue · 1 comments

Images need to be normalized based backbone network. It is necessary for good learning.
Optionally, values of key points can be normalized in the range of (-1, 1).
Usually, normalization is performed to avoid overshooting of the lose value due to anomaly in a few datapoints. It also speeds up the convergence to minimum.
A transform method is needed for both the purpose. It can be done in 2 steps.

While training the loss is overshooting enormously. Need this class asap.