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 2021
 
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 a mAP on VOC 2007 of 78.6% and a mAP of 48.1% on COCO test…
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 till the state-of-the-art in object detection,…
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 trying..
 
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 more details. SSD is one of the most popular object
 
github.com
facebookresearch/detectron2github.com
17 saves · 2019-10-11 · Detectron2 is FAIR's next-generation research platform for object detection and segmentation. - facebookresearch/detectron2
python
object detection
In Machine Learning
Towards Data Science
12 Papers You Should Read to Understand Object Detection in the Deep Learning EraTowards Data Science
28 saves · 2020-08-10 · 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 · 2020-04-03 · Simultaneous object detection and tracking using center points. - xingyizhou/CenterTrack
python
deep learning
object detection
 
github.com
facebookresearch/Detectrongithub.com
16 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
 
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 with the goal of creating a fast…
security
Trending
 
github.com
PeizeSun/OneNetgithub.com
2020-12-12 · OneNet: End-to-End One-Stage Object Detection. Contribute to PeizeSun/OneNet development by creating an account on GitHub.
 
Towards Data Science
Making My Toddler’s Dream of Flying Come True with AI TechTowards Data Science
20+ min read · Jan 11th · Agustinus Nalwan · Using a pose estimation model, an object detection model built using Amazon SageMaker JumpStart, a gesture recognition system and a 3D…
 
analytixon.com
If you did not already knowanalytixon.com
2 min read · 2020-12-25 · Michael Laux · NAS-FPN Current state-of-the-art convolutional architectures for object detection are manually designed. Here we aim to learn a better architecture of feature pyramid network for object detection. …
 
blog.roboflow.com
Apple's M1 is up to 3.6x as fast at training machine learning modelsblog.roboflow.com
3 min read · 2020-12-15 · We compared the Apple M1 chip to the Intel Core i5 chip on an object detection task using Create ML.
More like this
 
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 are in the image. Detection is a more complex problem than…
In Machine Learning
Data Science Central
Deep Learning for Object Detection: A Comprehensive ReviewData Science Central
1 min read · 25 saves · 2020-06-21 · 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
 
github.com
facebookresearch/detrgithub.com
19 saves · 2020-05-27 · 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
 
VentureBeat
Google AI open-sources EfficientDet for state-of-the-art object detectionVentureBeat
1 min read · 13 saves · 2020-03-19 · Khari Johnson · Google AI engineers open-sourced EfficientDet, object detection AI that's more accurate with less compute than the previously most advanced model.
 
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
 
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…