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Benjamin Biggs's Projects

3d-multibodies icon 3d-multibodies

Code for paper 3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data

arap icon arap

Implementation of As-Rigid-As-Possible Surface Modeling

audio2photoreal icon audio2photoreal

Code and dataset for photorealistic Codec Avatars driven from audio

badja icon badja

Benchmark Animal Dataset of Joint Annotations (BADJA) with example code, as introduced in "Creatures Great and SMAL: Recovering the shape and motion of animals from video" (ACCV 2018).

deeplabcut icon deeplabcut

Markerless tracking of user-defined features with deep learning

deepmini icon deepmini

A repository of mini versions for popular deep networks.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dressing-in-order icon dressing-in-order

(ICCV'21) Official code of "Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing."

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gdna icon gdna

Official code release for CVPR 2022 paper gDNA: Towards Generative Detailed Neural Avatars

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

phd-thesis-template icon phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

smalify icon smalify

This repository contains an implementation for performing 3D animal (quadruped) reconstruction from a monocular image or video. The system adapts the pose (limb positions) and shape (animal type/height/weight) parameters for the SMAL deformable quadruped model, as well as camera parameters until the projected SMAL model aligns with 2D keypoints and silhouette segmentations extracted from the input frame(s).

smpl icon smpl

Numpy, TF and PyTorch implementation of human body SMPL model and infant body SMIL model.

stanfordextra icon stanfordextra

12k labelled instances of dogs in-the-wild with 2D keypoint and segmentations. Dataset released with our ECCV 2020 paper: Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop.

wldo icon wldo

Code for paper ECCV 2020 paper: Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop.

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