6538 Open source projects that are alternatives of or similar to Dota Doai

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

🙄 Difficult algorithm, Simple code.

This easy-to-use library splits images and its bounding box annotations into tiles, both into specific sizes and into any arbitrary number of equal parts. It can also resize them, both by specific sizes and by a resizing/scaling factor.

How to run Object Detection and Segmentation on a Video Fast for Free

Detectorch - detectron for PyTorch

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

An open source framework for deep learning on satellite and aerial imagery.

FCOS: Fully Convolutional One-Stage Object Detection.

YoloV3 Implemented in Tensorflow 2.0

Almost Real-time Object Detection using Apple's CoreML and YOLO v1 -

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

Feature Pyramid Networks for Object Detection

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Data Augmentation For Object Detection

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Port of Single Shot MultiBox Detector to Keras

Fish detection using Open Images Dataset and Tensorflow Object Detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Best Practices, code samples, and documentation for Computer Vision.

How to create custom COCO data set for object detection

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

🟣 Object detection of abstract shapes with neural networks

This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

🌮 Trash Annotations in Context Dataset Toolkit

Siamese Mask R-CNN model for one-shot instance segmentation

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

This is a tensorflow re-implementation of Feature Pyramid Networks for Object Detection.

This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

Single Shot MultiBox Detector in TensorFlow

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

This repository contains easy SSD(Single Shot MultiBox Detector) implemented with Pytorch and is easy to read and learn

Train a state-of-the-art yolov3 object detector from scratch!

How to train an object detection model with mmdetection

Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Python and OpenCV based object tracking software

Expose tensorflow-lite models via a rest API

YOLOv2 trained against custom dataset

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

Keras Object Detection API with YOLK project 🍳

Google Brain AutoML

Copy-paste augmentation for segmentation and detection tasks

How to train an object detection model easy for free

简明 SSD 目标检测模型 keras version（交通标志识别 训练部分见 dev 分支）

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Face mask detection system using Deep learning.

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)

Some experiments with object detection in PyTorch

Self hosted alternative to Google Photos

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

Global shoreline mapping tool from satellite imagery

🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）

Physical adversarial attack for fooling the Faster R-CNN object detector

Deep learning codes and projects using Python

A simplified implemention of Faster R-CNN that replicate performance from origin paper

A curated list of Google Earth Engine resources