9 Best Articles in 2021
pjreddie.com
YOLO: Real-Time Object Detection
pjreddie.com
7 min read · From 2017 · You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Titan X it processes images at 40-90 FPS and has a mAP on VOC 2007 of 78.6% and a mAP of 48.1% on COCO test…
cv-tricks.com
Zero to Hero: Guide to Object Detection using Deep Learning: Faster R-CNN,YOLO,SSD
cv-tricks.com
9 min read · From 2017 · In this post, I shall explain object detection and various algorithms like Faster R-CNN, YOLO, SSD. We shall start from beginners' level and go till the state-of-the-art in object detection,…
TechCrunch
Google releases new TensorFlow Object Detection API
TechCrunch
5 min read · From 2017 · Google is releasing a new TensorFlow object detection API to make it easier for developers and researchers to identify objects within images. Google is trying..
Towards Data Science
12 Papers You Should Read to Understand Object Detection in the Deep Learning Era
Towards Data Science
2020-08-10 · A quick walkthrough of the best object detection papers in a decade to help you learn more advanced computer vision
cv-tricks.com
Object Detection using Single Shot Multibox Detector
cv-tricks.com
10 min read · From 2018 · In a previous post, we covered various methods of object detection using deep learning. In this blog, I will cover Single Shot Multibox Detector in more details. SSD is one of the most popular object
github.com
facebookresearch/detectron2
github.com
From 2019 · Detectron2 is FAIR's next-generation research platform for object detection and segmentation. - facebookresearch/detectron2
lionbridge.ai
Everything You Need to Know About Object Detection Systems
lionbridge.ai
~15 min read · 2020-11-26 · in this post we distill the history of object detection into a simple explanation that covers everything you need to know about object detection and instance segmentation.
research.fb.com
Facebook open sources Detectron
research.fb.com
1 min read · From 2018 · Today, Facebook AI Research (FAIR) open sourced Detectron — our state-of-the-art platform for object detection research. The Detectron project was started in July 2016 with the goal of creating a fast…
github.com
facebookresearch/Detectron
github.com
From 2018 · Detectron - FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Trending
Towards Data Science
Better Quantifying the Performance of Object Detection in Video
Towards Data Science
~18 min read · Oct 1st · We know how to measure object detection performance, but how can this be done properly for video data?
github.com
jbwang1997/AOPG: Anchor-free Oriented Proposal Generator for Object Detection
github.com
Oct 15th · Anchor-free Oriented Proposal Generator for Object Detection - GitHub - jbwang1997/AOPG: Anchor-free Oriented Proposal Generator for Object Detection
Towards Data Science
Non-Maximum Suppression
Towards Data Science
~11 min read · Oct 1st · Remove redundant bounding boxes in object detection
South China Morning Post
Radar ‘closer to spotting stealth jets’ with Chinese quantum project
South China Morning Post
1 min read · Sep 3rd · Quantum particles in a man-made electromagnetic storm bounced back after hitting stealth object, increasing chance of detection, according to Tsinghua University team.
More like this
github.com
facebookresearch/detr
github.com
2020-05-27 · End-to-End Object Detection with Transformers. Contribute to facebookresearch/detr development by creating an account on GitHub.
Data Science Central
Deep Learning for Object Detection: A Comprehensive Review
Data Science Central
1 min read · 2020-06-21 · This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting application…
Google Cloud
Vision API - Image Content Analysis — Google Cloud Platform
Google Cloud
7 min read · From 2015 · Cloud Vision API provides a comprehensive set of capabilities including object detection, ocr, explicit content, face, logo, and landmark detection.
github.com
xingyizhou/CenterTrack
github.com
2020-04-04 · Simultaneous object detection and tracking using center points. - xingyizhou/CenterTrack
VentureBeat
Google AI open-sources EfficientDet for state-of-the-art object detection
VentureBeat
2 min read · 2020-03-18 · Google AI engineers open-sourced EfficientDet, object detection AI that's more accurate with less compute than the previously most advanced model.
blog.filestack.com
Evaluating Detectron, Facebook's Object Detection Platform • Filestack Blog
blog.filestack.com
3 min read · From 2018 · Learn about Detectron, Facebook's open-source platform for object detection. Read implementation recommendations and best practices when using Detectron.
TensorFlow
Custom object detection in the browser using TensorFlow.js
TensorFlow
~13 min read · Jan 22nd · Train a custom MobileNetV2 using the TensorFlow 2 Object Detection API and Google Colab for object detection, convert the model to TensorFlow.js
machinethink.net
Real-time object detection with YOLO
machinethink.net
~13 min read · From 2017 · Object detection is one of the classical problems in computer vision: Recognize what the objects are inside a given image and also where they are in the image. Detection is a more complex problem than…
github.com
wangsr126/RDSNet
github.com
2019-12-16 · implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation" - wangsr126/RDSNet
