532 Open source projects that are alternatives of or similar to D2det

PyTorch re-implementation of DeepMask

Deformable convolution net on Tensorflow

Image segmentation - general superpixel segmentation & center detection & region growing

👷 👷👷 YOLO V3(Tensorflow 1.x) 安全帽 识别 | 提供数据集下载和与预训练模型

TensorFlow implementation of the YOLO (You Only Look Once)

🟣 Object detection of abstract shapes with neural networks

Accelerated deep learning R&D

Face mask detection system using Deep learning.

⚾🤖⚾ Automatic baseball pitching overlay in realtime

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

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

Scale Normalization for Image Pyramids

Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.

This is a list of awesome articles about object detection from video.

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019

Self-hosted NVR with object detection

Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

Self hosted alternative to Google Photos

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

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

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

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）

The remake of the https://github.com/biubug6/Pytorch_Retinaface

SynthDet - An end-to-end object detection pipeline using synthetic data

A Python Library for Document Layout Understanding

Tensorflow Object Detection API Web Service wrapper that works on any <video> tag and WebRTC streams

A simple pytorch implementation of CenterNet (Objects as Points)

study resources of model and engineering

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

Kesci underwater object detection algorithm contest

Be Driven 🚘

Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

Object Detection using TensorFlow on a Raspberry Pi

Faster R-CNN / R-FCN 💡 C++ version based on Caffe

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

This repository provides you with a easy to use labeling tool for State-of-the-art Deep Learning training purposes.

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

YoloV3 Implemented in Tensorflow 2.0

yolov3 by pytorch

[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

Automatic Number (License) Plate Recognition using Tensorflow Object Detection API

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

End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

Image processing using python and opencv

CVPR 2018: Structure Inference Net for Object Detection

A Keras port of Single Shot MultiBox Detector

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

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.

An example of using Tensorflow with Unity for image classification and object detection.