Haitao Yang's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
blender-cli-rendering
Python scripts for rendering images using Blender 2.83 from command-line interface
body-model-visualizer
GUI for visualization and interactive editing of SMPL-family body models ie. SMPL, SMPL-X, MANO, FLAME.
Class-balanced-loss-pytorch
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
LightFields
HW#3 Uses Matlab to compute a lightfield refocus
NeuralTracking
Official implementation for the NeurIPS 2020 paper Neural Non-Rigid Tracking.
PythonRobotics
Python sample codes for robotics algorithms.
pytorch-classification
Classification with PyTorch.
SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
tensorflow
Computation using data flow graphs for scalable machine learning
tf_mesh_renderer
A differentiable, 3D mesh renderer using TensorFlow.