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3d-machine-learning

A resource repository for 3D machine learning

3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

ai-model-zoo

aicity2020-voc-reid

The 2nd place submission for AICity Challenge 2020 ReID track， VOC-ReID: Vehicle Re-identification based on Vehicle-Orientation-Camera

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

atss-efficientdet-pytorch

ATSS-EfficientDet implemented in PyTorch, outperforming the original EfficientDet. Weights are released.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

automl

Google Brain AutoML

browsepy

Simple web file browser using flask

center-loss.pytorch

center loss for face recognition

centerface

face detection

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernetperson

CenterNet used for pedestrian detection

centerpoint

centertrack

Simultaneous object detection and tracking using center points.

cheatsheets

An assortment of programming cheatsheets that have helped me over the years

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

cocosplit

Simple tool to split COCO annotations into train/test datasets.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

ctracker

curricularface

CurricularFace(CVPR2020)

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

darknet

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

deep-photo-enhancer

TensorFlow implementation of the CVPR 2018 spotlight paper, Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs

deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

det3d

A general 3D object detection codebse.

detectors

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

detr

End-to-End Object Detection with Transformers

developer-roadmap

Roadmap to becoming a web developer in 2020

driver-anomaly-detection

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.