Object Detection

Discover Refind’s best articles, videos, and resources on Object Detection. Follow along to get the most relevant new links picked for you.
9 Best Articles in 2020
 
pjreddie.com
YOLO: Real-Time Object Detectionpjreddie.com
7 min read · 82 saves · 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…
machine learning
object recognition
cv
 
cv-tricks.com
Zero to Hero: Guide to Object Detection using Deep Learning: Faster R-CNN,YOLO,SSDcv-tricks.com
8 min read · 67 saves · 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…
object detection
object recognition
image processing
 
TechCrunch
Google releases new TensorFlow Object Detection APITechCrunch
5 min read · 45 saves · 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…
 
cv-tricks.com
Object Detection using Single Shot Multibox Detectorcv-tricks.com
10 min read · 23 saves · 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 Machine Learning
Towards Data Science
12 Papers You Should Read to Understand Object Detection in the Deep Learning EraTowards Data Science
28 saves · Aug 10th · A quick walkthrough of the best object detection papers in a decade to help you learn more advanced computer vision
machine learning
 
github.com
xingyizhou/CenterTrackgithub.com
13 saves · Apr 3rd · Simultaneous object detection and tracking using center points. - xingyizhou/CenterTrack
python
deep learning
object detection
 
research.fb.com
Facebook open sources Detectronresearch.fb.com
1 min read · 113 saves · 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…
security
 
github.com
facebookresearch/Detectrongithub.com
15 saves · From 2018 · Detectron - FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
deep learning
object detection
 
github.com
facebookresearch/detectron2github.com
14 saves · 2019-10-11 · Detectron2 is FAIR's next-generation research platform for object detection and segmentation. - facebookresearch/detectron2
python
object detection
Trending
 
github.com
yehengchen/Object-Detection-and-Trackinggithub.com
Sep 2nd · YOLO & RCNN Object Detection and Multi-Object Tracking - yehengchen/Object-Detection-and-Tracking
 
Towards Data Science
Decoding: State Of The Art Object DetectionTowards Data Science
8 min read · Sep 12th · Kb Pachauri · In this post, I am decoding the major building block of current state of art object detection, and see how it compares with some…
 
paulbridger.com
Object Detection from 9 FPS to 650 FPS in 6 Stepspaulbridger.com
~16 min read · Sep 30th · Making code run fast on GPUs requires a very different approach to making code run fast on CPUs because the hardware architecture is fundamentally…
 
Adrian Rosebrock
Object detection: Bounding box regression with Keras, TensorFlow, and Deep LearningAdrian Rosebrock
20+ min read · Oct 5th · Adrian Rosebrock · In this tutorial you will learn how to train a custom deep learning model to perform object detection via bounding box regression with Keras…
More like this
In Machine Learning
Data Science Central
Deep Learning for Object Detection: A Comprehensive ReviewData Science Central
1 min read · 25 saves · Jun 21st · Andrea Manero-Bastin on June 15, 2020 at 12:00am
View Blog · This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting application…
machine learning
 
machinethink.net
Real-time object detection with YOLOmachinethink.net
~12 min read · 10 saves · 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…
 
github.com
facebookresearch/detrgithub.com
19 saves · May 27th · End-to-End Object Detection with Transformers. Contribute to facebookresearch/detr development by creating an account on GitHub.
object detection
python
deep learning
 
github.com
wangsr126/RDSNetgithub.com
11 saves · 2019-12-12 · implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation" - wangsr126/RDSNet
python
deep learning
object detection
 
Google Cloud
Vision API - Image Content Analysis — Google Cloud PlatformGoogle Cloud
6 min read · 65 saves · From 2015 · Cloud Vision API provides a comprehensive set of capabilities including object detection, ocr, explicit content, face, logo, and landmark detection.
google
image recognition
machine learning
 
VentureBeat
Google AI open-sources EfficientDet for state-of-the-art object detectionVentureBeat
1 min read · 13 saves · Mar 19th · Khari Johnson · 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 Blogblog.filestack.com
2 min read · 12 saves · From 2018 · Learn about Detectron, Facebook's open-source platform for object detection. Read implementation recommendations and best practices when using Detectron.
 
github.com
xingyizhou/CenterNetgithub.com
11 saves · 2019-05-19 · Object detection, 3D detection, and pose estimation using center point detection: - xingyizhou/CenterNet
 
Towards Data Science
Object Detection with 10 lines of codeTowards Data Science
~13 min read · 35 saves · From 2018 · One of the important fields of Artificial Intelligence is Computer Vision. Computer Vision is the science of computers and software systems…