Abduallah Mohamed

Figure 1 iirc from the GTA-IM dataset repo itself. They offer a nice visualization tool that can be used to generate fig.1

Hi, I don't have a copy of the dataset as the access to it is limited. I'd say skipping the missing files won't be a problem in the training process...

torso_joint is the joint used to eval the motion prediction not the pose. Aka, it's the center joint we treat as the center of the motion. I don't recall what...

Thanks for asking: Section 4 in the paper explains the loss function. A TL;DR: The loss function have 3 components: 1- MSE between the joints and the prediction 2- A...

` args.use_cons ` is to enable to disable the consistency loss. This is for ablation study, see Table 3 for the ablation study and the effect of different parts of...

I didn't invest in visualizing PROX. For the PROX performance, quoting from the paper: AKA, it's a noisy and biased dataset unlike GTA-IM.

Hello, Thanks for asking. Using images or videos is optional in the architecture. This is what you see in the ablation study in the paper. If set to True, it...

Sorry for the delayed response. The model has three modes: 1) Without any images or video data, this is where we set load_img = false We set load_img = true...

Hi, Thanks for asking. SSD results sometimes are reported in meters or in pixels iirc.