datasets | BestHub

AntTech

Dec 23, 2024 · Artificial Intelligence

Ant Group’s AIGC Security Detection System Earns Top Rating in China ICT Academy’s Multimodal Evaluation

Ant Group’s AIGC security detection system was evaluated by the China Information and Communication Research Institute, achieving the highest "Excellent" rating with a 0.99 F1 score across image, video, and audio modalities, while also releasing large‑scale detection datasets for the research community.

AIGC detectionAnt GroupBenchmark

0 likes · 5 min read

Ant Group’s AIGC Security Detection System Earns Top Rating in China ICT Academy’s Multimodal Evaluation

Kuaishou Tech

Dec 1, 2023 · Artificial Intelligence

Short Video Recommendation Algorithm Frontier Research Forum at CCIR 2023

The CCIR 2023 conference in Beijing, sponsored by Kuaishou, hosted a short‑video recommendation algorithm frontier research forum where over 100 experts and students shared the latest AI‑driven recommendation technologies, open datasets, and interdisciplinary challenges in short‑video platforms.

AIConferencedatasets

0 likes · 8 min read

Short Video Recommendation Algorithm Frontier Research Forum at CCIR 2023

TAL Education Technology

Aug 31, 2023 · Artificial Intelligence

Research on Content-Based Image Retrieval Techniques

This article reviews the fundamentals, feature extraction methods, evaluation metrics, and common datasets of content‑based image retrieval (CBIR), discussing traditional low‑level features, local descriptors, unsupervised and supervised learning approaches, and recent deep‑learning models for improving retrieval performance.

CBIRFeature Extractiondatasets

0 likes · 13 min read

Research on Content-Based Image Retrieval Techniques

Rare Earth Juejin Tech Community

Aug 12, 2023 · Artificial Intelligence

An Introduction to OCR: Concepts, History, Applications, Datasets, and Technical Workflow

This article provides a comprehensive overview of Optical Character Recognition (OCR), covering its definition, historical development, classification, real‑world applications, technical pipeline, common challenges, mitigation strategies, popular datasets, model performance comparisons, and leading open‑source platforms.

OCROptical Character Recognitioncomputer vision

0 likes · 16 min read

An Introduction to OCR: Concepts, History, Applications, Datasets, and Technical Workflow

DataFunSummit

May 31, 2023 · Artificial Intelligence

Evolution of Face Detection Techniques: Datasets, Research Directions, and Future Work

This article reviews the evolution of face detection, covering the Widely‑Face dataset, major research directions such as feature fusion, label assignment, auxiliary supervision, anchor‑free methods, NAS‑based designs, summarizes key papers from S3FD to MogFace, introduces ModelScope implementations, and outlines future challenges and opportunities.

AI researchcomputer visiondatasets

0 likes · 13 min read

Evolution of Face Detection Techniques: Datasets, Research Directions, and Future Work

Sohu Tech Products

Dec 21, 2022 · Artificial Intelligence

23 Classic Machine Learning Project Ideas for Beginners, Intermediate, and Advanced Levels

This article presents 23 curated machine learning project ideas—ranging from beginner-friendly tasks like Iris classification to advanced challenges such as sentiment analysis—complete with dataset links, brief project descriptions, and source code references to help learners build practical AI skills.

AdvancedBeginnerIntermediate

0 likes · 12 min read

23 Classic Machine Learning Project Ideas for Beginners, Intermediate, and Advanced Levels

DataFunSummit

Oct 19, 2022 · Artificial Intelligence

Series Six of the Integer Intelligence Autonomous Driving Dataset Collection – Overview and Highlights

This article presents a comprehensive overview of several publicly available autonomous driving datasets, focusing on Series Six of the Integer Intelligence collection, which includes StreetLearn, UTBM RoboCar, Multi‑Vehicle Stereo Event Camera, comma2k19, the Annotated Laser Dataset, Ford, and Oxford RobotCar, detailing their sources, download links, publication years, key features, and research relevance.

Roboticsautonomous drivingcomputer vision

0 likes · 10 min read

Series Six of the Integer Intelligence Autonomous Driving Dataset Collection – Overview and Highlights

DataFunSummit

Sep 23, 2022 · Artificial Intelligence

A Comprehensive Overview of Automatic Text Summarization: Methods, Datasets, Evaluation, and Future Directions

This article surveys automatic text summarization, detailing system classifications, extractive, abstractive and hybrid techniques, notable recent research, multi‑document and cross‑lingual challenges, major datasets, evaluation metrics, and promising future research avenues in the field.

NLPText Summarizationabstractive

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A Comprehensive Overview of Automatic Text Summarization: Methods, Datasets, Evaluation, and Future Directions

Kuaishou Tech

Aug 31, 2022 · Artificial Intelligence

Selected Papers from CIKM 2022 on Real‑Time Short Video Recommendation and Large‑Scale Datasets

This article summarizes four CIKM 2022 papers that present a client‑side short‑video recommender, the fully‑observed KuaiRec dataset, the unbiased KuaiRand sequential recommendation dataset, and an industrial‑scale solution for billion‑user lifetime value prediction, highlighting their motivations, methods, and reported impacts.

Recommendation systemsdatasetsmachine learning

0 likes · 8 min read

Selected Papers from CIKM 2022 on Real‑Time Short Video Recommendation and Large‑Scale Datasets

Python Programming Learning Circle

May 19, 2022 · Fundamentals

Data Visualization and Exploratory Graphs with Pandas in Python

This article teaches how to use Python's pandas library to create various exploratory visualizations—line, scatter, histogram, bar, pie, and box charts—on real datasets such as Iris, the 2013 American Community Survey, and the Boston Housing data, including code examples and interpretation of results.

Data Visualizationchartsdatasets

0 likes · 6 min read

Data Visualization and Exploratory Graphs with Pandas in Python

DeWu Technology

Mar 11, 2022 · Artificial Intelligence

Deep Learning in Face Recognition

The article surveys deep‑learning‑based face‑recognition systems, detailing detection, preprocessing, and recognition pipelines, describing evaluation metrics such as TAR, FAR, and Rank‑K, reviewing major datasets like LFW, MS‑Celeb‑1M and VGGFace2, and comparing leading architectures—including FaceNet, CenterLoss, SphereFace and InsightFace—while highlighting their strengths, limitations, real‑world applications, and seminal research references.

AIdatasetsdeep learning

0 likes · 14 min read

Cyber Elephant Tech Team

Oct 14, 2021 · Artificial Intelligence

Mastering OCR: From Traditional Techniques to Deep Learning Solutions

This article provides a comprehensive overview of Optical Character Recognition, covering its traditional applications, the evolution to deep learning methods, key datasets, popular tools, and practical strategies for tackling diverse OCR challenges in real-world scenarios.

CRNNEASTOCR

0 likes · 18 min read

Mastering OCR: From Traditional Techniques to Deep Learning Solutions

Laravel Tech Community

Sep 5, 2021 · Artificial Intelligence

Comprehensive Collection of Open Data Sources and Datasets for AI and Data Analysis

This article provides a curated list of publicly available data query websites, simple universal datasets, large-scale collections, and specialized datasets for machine learning, image classification, text classification, and recommendation systems, offering valuable resources for AI research and data-driven projects.

Artificial IntelligenceBig DataRecommendation systems

0 likes · 7 min read

Comprehensive Collection of Open Data Sources and Datasets for AI and Data Analysis

iQIYI Technical Product Team

Apr 12, 2019 · Artificial Intelligence

iQIYI Multimodal Technology: Datasets, Applications, and Future Directions

iQIYI leverages multimodal AI—combining audio, visual, and textual cues—to advance video understanding, releasing the world’s largest celebrity dataset (iQIYI‑VID), powering applications such as actor‑focused playback, AI Radar, emoji generation, and rapid automated editing, while pursuing future research in emoji captioning, cross‑modal retrieval, visual question answering, and broader health‑care and education uses.

computer visiondatasetsiQIYI

0 likes · 13 min read

iQIYI Multimodal Technology: Datasets, Applications, and Future Directions