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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"

cmr

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

demon

DeMoN: Depth and Motion Network

gencorres

hmr

Project page for End-to-end Recovery of Human Shape and Pose

human-pose3d

learning2sync

lightfields

HW#3 Uses Matlab to compute a lightfield refocus

multiscanregistration

neuraltracking

Official implementation for the NeurIPS 2020 paper Neural Non-Rigid Tracking.

openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

prmlt

Matlab code for algorithms in PRML book

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-classification

Classification with PyTorch.

scanimate

This repository contains the code for the paper "SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks"

sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

spconv

Spatial Sparse Convolution in PyTorch

ssgnet

sync2gen

tensorflow

Computation using data flow graphs for scalable machine learning

tf_mesh_renderer

A differentiable, 3D mesh renderer using TensorFlow.

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