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nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

object-detection-anchors

Tips on how to find suitable object detection anchors

os2d

OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features

papaa18-tutorial

Tutorials for the PAPAA '18 summer school

prml

PRML algorithms implemented in Python

probiou-ssd

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-yolov4

Minimal PyTorch implementation of YOLOv4

qa-fewdet

Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'

r-centernet

detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

r-dfpn_fpn_tensorflow

R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)

r3det_tensorflow

Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

rcnn

R-CNN: Regions with Convolutional Neural Network Features

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

redet

Official code of the paper "ReDet: A Rotation-equivariant Detector for Aerial Object Detection" (CVPR 2021)

retinanet_tensorflow_rotation

Focal Loss for Dense Rotation Object Detection

rotate-yolov3

Arbitrary oriented object detection implemented with yolov3 (attached with some tricks).

rotation-yolov5

rotation detection based on yolov5

rotationdetection

This is a tensorflow-based rotation detection benchmark, also called UranusDet.

rrpn

Source code of RRPN ---- Arbitrary-Oriented Scene Text Detection via Rotation Proposals

rsdet-8p-4r

the 8-para version of RSDet which regress from the 4 points of the anchors

s2anet

Official code of the paper "Align Deep Features for Oriented Object Detection"

scratchdet

The code and models for paper: "ScratchDet: Exploring to Train Single-Shot Object Detectors from Scratch"

sharedresources

仅供学习使用

shipdetection

A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding Box

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows

tensorflow_scenetext_oriented_box_predictor

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API