1330 Open source projects that are alternatives of or similar to Efficientdet.pytorch

Real-time object detection on Android using the YOLO network with TensorFlow

Free to use online tool for labelling photos. https://makesense.ai

FoveaBox: Beyond Anchor-based Object Detector

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Tool to evaluate deep-learning detection and segmentation models, and to create datasets

Convert between visual object detection datasets

Mask RCNN in TensorFlow

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

In-Browser Object Detection using Tiny YOLO on Tensorflow.js

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

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker

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

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

ImageNet 2015 Object Detection from Video (VID)

Classifies GPUs based on their 3D rendering benchmark score allowing the developer to provide sensible default settings for graphically intensive applications.

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking 😄 etc.

convert dataset to coco/voc format

FCOS: Fully Convolutional One-Stage Object Detection.

To speedup and simplify image labeling/ annotation process with multiple supported formats.

Label images and video for Computer Vision applications

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Object detection on multiple datasets with an automatically learned unified label space.

Perception toolkit for sim2real training and validation

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

Focal Loss for Dense Object Detection.

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

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

Most popular metrics used to evaluate object detection algorithms.

Tensorflow Faster RCNN for Object Detection

This repository contains the source code of our work on designing efficient CNNs for computer vision

Computer vision based ML training data generation tool 🚀

Google Brain AutoML

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

TensorFlow android demo 车道线 车辆 人脸 动作 骨架 识别 检测 抽烟 打电话 闭眼 睁眼

🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

Real-time Detectron using webcam.

A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.

Object Detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Two-stage CenterNet

Serve machine learning models using tensorflow serving

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.

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

🎨 🎨 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Video Platform for Action Recognition and Object Detection in Pytorch

Video detection library

🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署，支持Android与iOS。

Convert any classification model or architecture trained in keras to an object detection model