The First Hyperspectral Salient Object Detection Benchmark Dataset Is Online; Participate in the Creator Incentive Program and Win a 100% Cash Prize!
This week, OpenAI and Google successively launched nuclear bomb-level products in press conferences. OpenAI still likes to grab the news spotlight as usual, and released GPT-4o before the Google I/O conference. And Google also frequently launched big moves to confront OpenAI head-on.
In terms of product releases this week, OpenAI and Google's products each have their own advantages in the field of artificial intelligence. HyperAI has summarized the key points of the two conferences for you, come and check it out!
From May 13th to May 17th, hyper.ai official website updates:
* High-quality public datasets: 10
* Selection of high-quality tutorials: 3
* Community article selection: 4 articles
* Popular encyclopedia entries: 5
Visit the official website:hyper.ai
Selected public datasets
1. DVQA Image Question Answering Dataset
DVQA is a dataset for testing bar graph understanding in a question-answering framework, covering a large number of common bar graph styles and containing approximately 3.48 million question-answer pairs corresponding to 300,000 images.
Direct use:https://go.hyper.ai/p4183
2. Exoplanets exoplanet dataset
The dataset contains information about 4,856 exoplanets, such as name, mass, year of discovery, distance from Earth, etc.
Direct use:https://go.hyper.ai/OcA3h
3. Safebooru Anime Image Metadata Set
Safebooru is a tag-based image archive maintained by anime fans, containing 3 million lines of tag-based anime image metadata. It allows users to post images and add tags, annotations, translations, and comments.
Direct use: https://go.hyper.ai/IyCRb
4. Marvel Universe Social Network Dataset
This dataset contains Marvel heroes, comics, and the relationships between them. It can be used to study the social network in Marvel hero comics.
Direct use: https://go.hyper.ai/9GQuu
This dataset contains information about all comic books ever published in the Marvel Universe, such as name, author, active year, and price.
Direct use: https://go.hyper.ai/dRBXp
6. Star Wars Movie Scripts Dataset
Star Wars is a popular movie series that takes place in a galaxy far, far away. There are 9 movies in the series. This dataset contains a collection of script dialogues between characters from movies 4-6. This data can be used for text mining and linguistics.
Direct use: https://go.hyper.ai/7g25U
7. WIE World Important Events Dataset
The dataset spans important historical milestones from ancient times to modern times, covering a wide range of global events. It provides a comprehensive timeline of events that shaped the world, offering insights into wars, cultural shifts, technological advances, and social movements.
Direct use: https://go.hyper.ai/Dw3tT
8. HSOD-BIT-V1 Hyperspectral Salient Object Detection Benchmark Dataset
HSOD-BIT is the first large-scale, high-quality hyperspectral salient object detection benchmark dataset, which aims to achieve higher accuracy in salient object detection tasks by leveraging the advantages of spectral information. Aiming at the data requirements of contemporary deep learning models, the dataset provides pixel-level manual annotations for 319 hyperspectral data cubes and generates corresponding pseudo-color images.
Direct use:https://go.hyper.ai/HGnjm
9. AFHQ Animal Face Image Dataset
The dataset consists of 16,130 high-quality images with a resolution of 512×512, including animal face images of three categories: cats, dogs, and wild animals.
Direct use:https://go.hyper.ai/AbByr
10. WikiArt Faces Artistic Faces Dataset
The dataset contains hundreds of face images in 26 styles selected from WikiArt works, with varying degrees of realism and stylization. The images are not of uniform size or aspect ratio, so some preprocessing (padding, scaling, etc.) is required for most applications.
Direct use:https://go.hyper.ai/OO5RX
For more public datasets, please visit:
Selected Public Tutorials
InstantID is an image generation solution based on a diffusion model that can quickly generate a variety of stylized portraits from a single reference image. Just upload a selfie and get a customized AI portrait in 20 seconds.
Run online:https://go.hyper.ai/Eq4zl
2. ComfyUI InstantID Workflow Online Tutorial
ComfyUI InstantID workflow can transform ordinary portrait photos into works of art with highly personalized style. In the process of style transfer, the algorithm combines the content of one image with the style of another image to generate a new image that retains the content of the original image and has the artistic style of the other image. This technology is widely used in fields such as art creation, image processing and visual effects.
Run online: https://go.hyper.ai/djKs3
3. Preprocessing audio data using the GTZAN dataset
This tutorial will explain and demonstrate all possible features extracted from audio data that can aid in model training using the GTZAN dataset.
Run online:https://go.hyper.ai/9Teed
We have also established a Stable Diffusion tutorial exchange group. Welcome friends to join the group to discuss various technical issues and share application results~
Community Articles
OpenAI released its latest flagship model GPT-4o on Tuesday, which is free for all users! The model provides GPT-4-level AI capabilities, accepts any combination of text, audio, and image input, and can generate any combination of text, audio, and image output. Based on GPT-4o, the upgraded ChatGPT supports real-time interaction, and the reaction time is similar to that of human conversation. For more first-hand reports and model effect demonstrations, please see this article.
Get detailed information:https://go.hyper.ai/7SZEG
This article summarizes several highlights of the Google I/O conference: Gemini 1.5 Pro was upgraded to 2 million tokens, the lightweight model Gemini 1.5 Flash was launched, and Google Search was integrated with AI Overviews to provide information overviews and assist users in life planning. For more first-hand reports, please see this article.
View the full report:https://go.hyper.ai/vqptC
The second phase of the OpenBayes Bayesian computing platform "Creator Incentive Program" is now online. Come and join HyperAI! Whether you are a veteran in deep learning, data science or large models, or a beginner; whether you are a veteran with rich creative experience, or a newcomer to the world of social media; as long as you are willing to share, you will get rewards, and the chance of winning is 100%!
Full event information:https://go.hyper.ai/3uBMM
A research team from the Key Laboratory of Solar Activity and Space Weather at the National Space Science Center of the Chinese Academy of Sciences proposed a CME identification and parameter acquisition method based on machine learning. Compared with the manual CME catalog and some classic automatic identification methods, this method is efficient and fast, can identify relatively weak CME signals, and give accurate CME morphology information. This article is a detailed interpretation and sharing of the research.
View the full report:https://go.hyper.ai/0PFQD
Popular Encyclopedia Articles
1. Recall Rate
2. Masked Language Modeling (MLM)
3. Extended Long Short-Term Memory xLSTM
4. Kolmogorov-Arnold Representation Theorem
5. Kolmogorov-Arnold Networks
Here are hundreds of AI-related terms compiled to help you understand "artificial intelligence" here:
Station B live broadcast preview
Apple will hold WWDC 2024 from June 10th to 14th. To help you learn more about Apple,The Super Neuro B Station live broadcast room will continue to broadcast the "Apple Special" video from next week.Involves: Past WWDC conferences, executive interviews, related documentaries and other rich content.
The following table is a preview of the content selected by the editor↓↓↓
| date | time | content |
| May 20 Monday | 18:00 | Steve Jobs |
| Tuesday, May 21 | 18:00 | Jobs Interview Collection 1990 |
| Wednesday, May 22 | 18:00 | Interview with Steve Jobs vs Bill Gates |
| Thursday, May 23 | 18:00 | iPhone first release |
| Friday, May 24 | 18:00 | History of Steve Jobs |
| Saturday, May 25 | 18:00 | How Apple survived nearly bankruptcy |
| Sunday, May 26 | 18:00 | Tim Cook's History |
Super Neuro TV broadcasts live 24/7. Click to get the "electronic pickles" in the AI field:
http://live.bilibili.com/26483094
The above is all the content of this week’s editor’s selection. If you have resources that you want to include on the hyper.ai official website, you are also welcome to leave a message or submit an article to tell us!
See you next week!
About HyperAI
HyperAI (hyper.ai) is the leading artificial intelligence and high-performance computing community in China.We are committed to becoming the infrastructure in the field of data science in China and providing rich and high-quality public resources for domestic developers. So far, we have:
* Provide domestic accelerated download nodes for 1200+ public data sets
* Includes 300+ classic and popular online tutorials
* Interpretation of 100+ AI4Science paper cases
* Support 500+ related terms search
* Hosting the first complete Apache TVM Chinese documentation in China
Visit the official website to start your learning journey: