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asbe's Projects

kuzushiji_mnist icon kuzushiji_mnist

Kuzushiji-MNIST - Capsule Network, VGG and ResNet classifiers for the "lost" Japanese language dataset

lcnn icon lcnn

LCNN: End-to-End Wireframe Parsing

mask-yolo icon mask-yolo

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

masknet icon masknet

Adapt Mask R-CNN to yolo, get acceptable quality mask while maintaining high (20+fps) frame rate

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mediapipe icon mediapipe

MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines

ncnet icon ncnet

PyTorch code for Neighbourhood Consensus Networks

ncsdk icon ncsdk

Software Development Kit for the Neural Compute Stick

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

neuralangelo icon neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

nonconformist icon nonconformist

Python implementation of the conformal prediction framework.

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

posecnn icon posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

projectnorthstar icon projectnorthstar

The open-source files comprising Leap Motion's Project North Star AR Headset.

pseudo-3d-pytorch icon pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

pye57 icon pye57

Read and write e57 point clouds from Python

pylgbst icon pylgbst

Python library to interact with LEGO® Move Hub (from LEGO® BOOST set)

qlunc icon qlunc

A numerical framework to estimate hardware and data processing uncertainties of a lidar device

sas_deeplearning icon sas_deeplearning

Private repository with personal work on deep learning topics with SAS software. This is not an official SAS repository!

scalabel icon scalabel

Quantify computer vision performance in human terms

snapnetponts icon snapnetponts

A SnapNet fork, experimenting on the original dataset (Semantic-8), and adapting it to an indoor dataset (scannet)

superpixel-benchmark icon superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

surround360 icon surround360

Surround360 is Facebook's open source hardware and software for capturing stereoscopic 3D 360 video for VR. The repo contains hardware designs, as well as software for camera control and rendering.

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