9 Best Articles in 2021
pjreddie.com
YOLO: Real-Time Object Detection
pjreddie.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…
cv-tricks.com
Zero to Hero: Guide to Object Detection using Deep Learning: Faster R-CNN,YOLO,SSD
cv-tricks.com
9 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,…
TechCrunch
Google releases new TensorFlow Object Detection API
TechCrunch
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 Detector
cv-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/detectron2
github.com
17 saves · 2019-10-11 · Detectron2 is FAIR's next-generation research platform for object detection and segmentation. - facebookresearch/detectron2
Towards Data Science
12 Papers You Should Read to Understand Object Detection in the Deep Learning Era
Towards 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
github.com
xingyizhou/CenterTrack
github.com
13 saves · 2020-04-04 · Simultaneous object detection and tracking using center points. - xingyizhou/CenterTrack
github.com
facebookresearch/Detectron
github.com
16 saves · From 2018 · Detectron - FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
research.fb.com
Facebook open sources Detectron
research.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…
Trending
github.com
xingyizhou/UniDet
github.com
Mar 1st · Object detection on multiple datasets with an automatically learned unified label space. - xingyizhou/UniDet
github.com
dddzg/up-detr
github.com
Mar 7th · [CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers - dddzg/up-detr
github.com
JosephKJ/OWOD
github.com
Mar 4th · (CVPR 2021 Oral) Open World Object Detection. Contribute to JosephKJ/OWOD development by creating an account on GitHub.
github.com
wmuron/motpy
github.com
Mar 17th · Library for tracking-by-detection multi object tracking implemented in python - wmuron/motpy
More like this
TensorFlow
Custom object detection in the browser using TensorFlow.js
TensorFlow
~13 min read · 11 saves · 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 · 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…
Data Science Central
Deep Learning for Object Detection: A Comprehensive Review
Data Science Central
1 min read · 25 saves · 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…
github.com
facebookresearch/detr
github.com
19 saves · 2020-05-27 · End-to-End Object Detection with Transformers. Contribute to facebookresearch/detr development by creating an account on GitHub.
github.com
wangsr126/RDSNet
github.com
11 saves · 2019-12-16 · implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation" - wangsr126/RDSNet
VentureBeat
Google AI open-sources EfficientDet for state-of-the-art object detection
VentureBeat
2 min read · 13 saves · 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.
Google Cloud
Vision API - Image Content Analysis — Google Cloud Platform
Google Cloud
7 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.
blog.filestack.com
Evaluating Detectron, Facebook's Object Detection Platform • Filestack Blog
blog.filestack.com
3 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/CenterNet
github.com
11 saves · 2019-05-19 · Object detection, 3D detection, and pose estimation using center point detection: - xingyizhou/CenterNet
