Identifying Traditional Nigerian Textiles using Artificial Intelligence on Android Devices ( Part 1 )
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Nigeria is a country blessed by God with 3 major ethnic groups( Yoruba, Hausa, and Ibo) and these different ethnic groups have their different cultural differences in terms of dressing, marriage, food, etc. When …
YOLOv8 Is Here, and It Gets Better!
Author(s): Puneet Jindal Originally published on Towards AI. YOLOv8 is the latest installment in the highly influential family of models used for object detection and image segmentation. It features a new architecture, new convolutional layers, and a new detection head. It is …
Trends in AI — 2023 Round-up
Author(s): Sergi Castella i Sapé Originally published on Towards AI. What’s next for Language Models, Reinforcement Learning, Computer Vision, and leading AI companies like OpenAI and Google? Image by Zeta Alpha. Prophecies of the third AI winter early in 2022 — or …
Handwriting Words Recognition With TensorFlow
Author(s): Rokas Liuberskis Originally published on Towards AI. Construct an accurate handwriting recognition model with TensorFlow! Understand how to utilize the IAM Dataset to extract text from handwritten images and discover methods to enhance your model’s accuracy This member-only story is on …
YOLOV5(m): Implementation From Scratch With PyTorch
Author(s): Alessandro Mondin Originally published on Towards AI. FLIR dataset The prerequisites to understand this article are a good understanding of PyTorch and a basic comprehension of YOLO architectures. U+26A0️ Since You Only Live Once, think twice before implementing a YOLO algorithm …
Text Recognition With TensorFlow and CTC Network
Author(s): Rokas Liuberskis Originally published on Towards AI. In this tutorial, we will explore how to recognize text from images using TensorFlow and CTC loss with the Neural Networks model. This member-only story is on us. Upgrade to access all of Medium. …
A Guide to NeurIPS 2022–10 Topics and 50 Papers You Shouldn’t Miss
Author(s): Sergi Castella i Sapé Originally published on Towards AI. 2672 main papers, 63 workshops, 7 invited talks, and finally, in person again. Language Models, Brain-Inspired research, Diffusion Models, Graph Neural Networks… NeurIPS comes packed with world-class AI research insights, and this …
Working on a Computer Vision Project? These Code Chunks Will Help You !!!
Author(s): Chinmay Bhalerao Originally published on Towards AI. An introduction to a few “used to” methods in a computer vision project Computer vision projects [Source] “VR and AR will eventually converge, and smart glasses will take over our digital interactions.”― Carlos López …
AnimeGAN Effect With Python
Author(s): Rokas Liuberskis Originally published on Towards AI. I’ll show you how you can easily apply the AnimeGAN effect on your media to get beautiful animated pictures, videos, or real-time camera streams This member-only story is on us. Upgrade to access all …
Trends in AI — November 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Argo.AI shutdown, Jasper.AI, and Stability.AI get massive funding, FLAN-T5 LLM, Neural Audio Compression from Meta, You-only-live-once, Dreamfusion, the new MTEB benchmark for sentence embeddings, Imitation Learning for Urban Driving, and much, much …
Overview of Computer Vision Tasks & Applications
Author(s): Youssef Hosni Originally published on Towards AI. Table of content: This member-only story is on us. Upgrade to access all of Medium. Computer vision is a subset of computer science that, simply put, allows computers to see, comprehend, and analyze visual …
Stop Using Grid Search! The Complete Practical Tutorial on Keras Tuner
Author(s): Konstantinos Poulinakis Originally published on Towards AI. Contents: This member-only story is on us. Upgrade to access all of Medium. Keras Tuner practical tutorial for automatic hyperparameter tuning of deep neural networks. An autoML tutorial. Photo by Veri Ivanova on UnsplashIntroLoad …
Overview Of Vision Transformers Is All You Need
Author(s): Mustafa Gültekin Originally published on Towards AI. How are Transformers the next breakthrough in computer vision? This member-only story is on us. Upgrade to access all of Medium. Photo by Joshua Earle on Unsplash In the history of transformers in deep …
General Video Understanding with AI
Author(s): Louis Bouchard Originally published on Towards AI. What does such a model understand when it sees such a picture or, even more complex, a video? This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, …
TransUNet — Revolutionize Traditional Image Segmentation
Author(s): Leo Wang Originally published on Towards AI. Renovating U-Net by combining CNNs and Transformer to achieve SOTA results on image segmentation tasks. Table of Contents · U+1F525 Intuition· U+1F525 TransUNet ∘ Down-Sampling (Encoding) ∘ Up-Sampling (Decoding)· U+1F525 Results· U+1F525 Implementations· Reference …
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