pose-prediction 开源项目推荐（11 个）

LinghaoChan /HumanMAC

[ICCV-2023] Official code for work "HumanMAC: Masked Motion Completion for Human Motion Prediction".

NikolaZubic /2dimageto3dmodel

我们在不同数据集（包括ShapeNet、CUB-200-2011和Pascal3D+）上评估了我们的方法，并取得了最先进的结果，在性能、准确性和训练时间方面均优于所有其他监督和非监督方法及三维表示。

BarqueroGerman /BeLFusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

Khrylx /DLow

[ECCV 2020] Official PyTorch Implementation of "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction". ECCV 2020.

Exscientia /plif_validity

Code and notebook for our paper "Assessing interaction recovery of predicted protein-ligand poses"

BioinfoMachineLearning /MULTICOM_ligand

Comprehensive ensembling of protein-ligand structure and affinity prediction methods (CASP16)

atfrank /RNAPosers

A Set of Machine Learning Classifiers For RNA Containing Complexes

Qasim-Hussain-Code /vina_gnina_pose_benchmark_pipeline

A measured benchmark of three docking scoring functions on 308 protein-ligand complexes, reporting pose accuracy and physical validity together, with the success rate recomputed after removing the crystal starting conformer and the ligand-centred search box.

NikMibu /plip_constraints_pipeline

Do structural priors help a co-folding model? PLIP constraints from crystals and DiffDock poses, fed to Boltz-2 and measured against an unconstrained baseline.

chr13b /openfold3-pde10a-domain-adaption

Fine-tuning OpenFold3 (4.0.0) for PDE10A protein–ligand pose prediction via distribution-aware PDB-scale data augmentation: +0.20 PL LDDT, −2.3 Å ligand RMSD on held-out.

KushalJoseph /human-body-pose-prediction

This project predicts future human body poses from past pose sequences using the SMPL model encoded via VPoser. We model the task as a time-series prediction in VPoser latent space using a bidirectional GRU encoder-decoder.