Predictions Problems

[aIacoella]

Hi, I am trying to run Shapy locally on my computer.

After finishing the installation, I managed to run shapy regressor on the repo's sample data.

Unfortunately there seems to be some issue with the predictions as they all look the same and don't resemble the input data.

The input data is the one provided in the repo (images and openpose).

The output of the regressor all look weird:

img_00.jpg

img_00_hd_stage_02_cat.png

img_01.jpg

img_01_hd_stage_02_cat.png

img_02.jpg

img_02_hd_stage_02_cat.png

The issue is even more clear when looking at the output from the virtual measurements:

Processing: img_00.npz
Virtual measurements: mass: 63.45 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_01.npz
Virtual measurements: mass: 63.55 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_02.npz
Virtual measurements: mass: 63.33 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_03.npz
Virtual measurements: mass: 63.27 kg height: 1.69 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_04.npz
Virtual measurements: mass: 63.24 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_05.npz
Virtual measurements: mass: 63.18 kg height: 1.69 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_06.npz
Virtual measurements: mass: 62.90 kg height: 1.69 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_07.npz
Virtual measurements: mass: 62.98 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_08.npz
Virtual measurements: mass: 62.64 kg height: 1.69 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_09.npz
Virtual measurements: mass: 63.78 kg height: 1.70 m chest: 0.94 m waist: 0.81 m hips: 0.94 m
Processing: img_10.npz
Virtual measurements: mass: 63.20 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_11.npz
Virtual measurements: mass: 63.13 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_12.npz
Virtual measurements: mass: 63.32 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_13.npz
Virtual measurements: mass: 63.04 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_14.npz
Virtual measurements: mass: 63.11 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_15.npz
Virtual measurements: mass: 62.85 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_16.npz
Virtual measurements: mass: 62.93 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_17.npz
Virtual measurements: mass: 63.04 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_18.npz
Virtual measurements: mass: 62.89 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.93 m
Processing: img_19.npz
Virtual measurements: mass: 62.99 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_20.npz
Virtual measurements: mass: 63.10 kg height: 1.69 m chest: 0.94 m waist: 0.80 m hips: 0.94 m
Processing: img_21.npz
Virtual measurements: mass: 63.02 kg height: 1.70 m chest: 0.94 m waist: 0.80 m hips: 0.93 m

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Does anyone know why something like this might happen? As I said I've only followed the installation steps and run the model.