Hepsi sadece ‘pip install yolov5’ uzağında…

  • En son çıkan YOLO modelini Windows/Linux bilgisayarına kurarken zorlandın mı?
  • YOLOv5 modelleri ile eğitim ve tahmin almaya çalışırken sürekli hatalar mı alıyorsun?
  • Sadece birkaç satır kod ile gerçek zamanlı obje takibi sistemi mi kurmak istiyorsun?
  • Geniş açılı/yüksek çözünürlüklü görüntülerde tek tıkla dilimlenmiş tahmin mi…


Only ‘pip install yolov5’ away from you…

  • Are you having a hard time installing latest YOLO object detector in Windows/Linux?
  • Are you getting errors during training/inference with your custom YOLOv5 models?
  • Are you looking for a real-time object tracker with only few lines of code?
  • Do you want to perform…


Only 'pip install yolov5' away from you…

  • Are you having a hard time installing latest YOLO object detector in Windows/Linux?
  • Are you getting errors during training/inference with your custom YOLOv5 models?
  • Are you looking for a real-time object tracker with only few lines of code?
  • Do you want to perform…


Github: https://github.com/obss/sahi

Object detection and instance segmentation are by far the most important fields of applications in Computer Vision. However, detection of small objects and inference on large images are still major issues in practical usage.

Here you can see the inference result of the state of the art instance…


Bu yazı, https://medium.com/codable/face-anti-spoofing-starter-kit-f248ed195a3c Medium makalemin Türkçe çevirisidir.

Biyometrik tanımlama, en eski kişi doğrulama tekniklerinden biridir. Parolalar ve anahtarlar casusluk yoluyla elde edilebilir, çalınabilir, unutulabilir veya taklit edilebilir. Ancak kişinin kendisinin benzersiz özelliklerini taklit etmek ve kaybetmek çok daha zordur. …


Biometric identification is one of the earliest techniques of person verification. Passwords and keys can be spied, stolen, forgotten, or faked. But the unique characteristics of the person himself is much more difficult to fake and lose. …


(List is under development, will include more than 10 datasets in the future.)

You are interested in autonomous driving and want to study 2D/3D object detection & tracking, lane/drivable area segmentation, semantic/instance segmentation, self localization and scene flow estimation for self-driving cars but don’t know where to start?

Then continue…


In this post, the paper “ “Chitty-Chitty-Chat Bot”: Deep Learning for Conversational AI ” is summarized.

Link to paper: https://www.ijcai.org/proceedings/2018/0778.pdf

Yan, R., 2018, “Key-Value Retrieval Networks for Task-Oriented Dialogue,” In IJCAI, pages 5520–5526

This paper is actually a survey paper. We think that it might be a good idea to…


In this post, the paper “Key-Value Retrieval Networks for Task-Oriented Dialogue” is summarized.

Link to paper: http://www.aclweb.org/anthology/W17-5506

Mihail Eric, Lakshmi Krishnan, Francois Charette, Christopher D. Manning, 2017, “Key-Value Retrieval Networks for Task-Oriented Dialogue,” in Proceedings of the SIGDIAL 2017 Conference, pages 37–49

In this paper, researchers from Stanford NLP Group…


In this post, the paper “Lexicon-Based Methods for Sentiment Analysis” is summarized.

Link to paper: https://www.mitpressjournals.org/doi/abs/10.1162/COLI_a_00049

Maite Taboada, Julian Brooke, Milan Tofiloski, Kimberly Voll, Manfred Stede, 2011, “Lexicon-Based Methods for Sentiment Analysis,” in Computational Linguistics, Volume 37, Issue 2, p.267–307

In this article, Sentiment Analysis and Semantic Orientation Calculation is…

Fatih Cagatay Akyon

Senior Machine Learning Engineer twitter.com/fcakyon

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