LightToYang

Stronger-yolo

Improve yolo with latest paper

antialiased-cnns

Antialiasing cnns to improve stability and accuracy. In ICML 2019.

CenterNet

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

CenterNetCPP

centerNet Caffe inference CPP

cocoapi

COCO API - Dataset @ http://cocodataset.org/

CrossStagePartialNetworks

Cross Stage Partial Networks

DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

Dataset_to_VOC_converter

Scripts to convert datasets (Caltech pedestrian, MS COCO, HDA) to PASCAL VOC format

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

DeepLearningExamples

Deep Learning Examples

EfficientNet-Light-Head-RCNN

Person Detection using the EfficientNet B0 and Light Head RCNN running at 12 FPS

Image2LMDB

Convert image folder to lmdb, adapted from Efficient-PyTorch

LightToYang.github.io

Mask-CenterNet

Instance Segmentation based on CenterNet

milvus

An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy

MixNet-PyTorch

A PyTorch Implementation of MixNet

mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

OrigamiNet

Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learning to unfold"

Paper_implementation

paper code implementation

pose-ae-train

Training code for "Associative Embedding: End-to-End Learning for Joint Detection and Grouping"

Pytorch2TensorRT

CUDA10.0, CUDNN7.5.0, TensorRT7.0.0.11

PyTorch_Gaussian_YOLOv3

PyTorch implementation of Gaussian YOLOv3 (including training code for COCO dataset)

RegNet-Pytorch

PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet

retinaface_pt

service-streamer

Boosting your Web Services of Deep Learning Applications.

Single-Stage-Multi-person-Pose-Machines

A tensorlfow implementation about arxiv paper "Single-Stage Multi-Person Pose Machines" (SPM)

SPM_Pytorch

A pytorch implementation about ICCV2019 paper "Single-Stage Multi-Person Pose Machines" (SPM)

Stronger_yolov3

vision

Datasets, Transforms and Models specific to Computer Vision