Abhinaba Bala 's repositories
HumanMotion
Code related to human motion generation, scene understanding, etc.
ACTOR
Official Pytorch implementation of the paper "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE", ICCV 2021
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-cs-phd-application-advice
A curated list of awesome advice for computer science Ph.D. applicants.
Awsome_Deep_Geometry_Learning
A list of resources about deep learning solutions on 3D shape processing
blender-cli-rendering
Blender Python scripts for rendering images directly from command-line interface
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
DL_Topics
List of DL topics and resources essential for cracking interviews
EPN_PointCloud
PyTorch implementation for the paper Equivariant Point Network for 3D Point Cloud Analysis (CVPR2021).
Facial-Expression-Recognition.Pytorch_WuJie1010
A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset
flax
Flax is a neural network library for JAX that is designed for flexibility.
hmr
Project page for End-to-end Recovery of Human Shape and Pose
HTML4Vision
A simple HTML visualization tool for computer vision research :hammer_and_wrench:
MadeWithML
Learn how to responsibly deliver value with ML.
MeshTransformer
Research code for CVPR 2021 paper "End-to-End Human Pose and Mesh Reconstruction with Transformers"
MvSMPLfitting
A multi-view SMPL fitting based on smplify-x
notes
Course notes
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
ProHMR
Repository for "Probabilistic Modeling for Human Mesh Recovery"
pyrender
Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
simple_overfit_test
Weirdly challenging Simple MLP overfitting problem
SMPL_blender_addon
This add-on allows you to add SMPL-X skinned meshes to your current Blender scene. Each imported SMPL-X mesh consists of a shape specific rig, as well as shape keys (blend shapes) for shape, expression and pose correctives.
smplx
SMPL-X
Spherical_Regression_leoshine
PyTorch implementation of cvpr2019 paper "Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres".
surreact
Synthetic Humans for Action Recognition, IJCV 2021
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
torch-template
Boiler plate code for Torch based ML projects
Trimesh_camera_setup
A tutorial for handling camera transformations in Trimesh
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers