ImageNet
Business Profile
Core Value Proposition
ImageNet provides a large-scale image database organized according to the WordNet hierarchy to advance computer vision and deep learning research.
Target Customer
Researchers in computer vision and deep learning; non-commercial researchers and academic institutions.
Key Differentiator
WordNet-based hierarchical organization combined with a massive scale (over 14 million images across 21,841 synsets) and free non-commercial access.
Implementation Timeline
Immediate access upon signup and download; non-commercial use.
Pain Points
- 1Need for a large-scale, richly annotated image dataset to train modern computer vision models.
- 2Need for a standardized, semantically organized dataset to benchmark model performance.
- 3Need for free access for academic and non-commercial research.
Key Features
- 1Large-scale image collection: 14,197,122 images across 21,841 synsets.
- 2WordNet-based hierarchical organization of data.
- 3Free to researchers for non-commercial use.
Target Customer Industries
Decision Makers
- 1Professor / Principal Investigator
- 2Research Scientist
- 3Machine Learning Engineer
- 4Data Scientist
Client Results
- 1Advancement of computer vision and deep learning research.
- 2Enablement of training and benchmarking CV models using a large-scale, semantically organized dataset.
Competitive Advantages
- 1Largest-scale image dataset available for CV research.
- 2Semantic organization by WordNet enhances semantic understanding and labeling.
- 3Free access for non-commercial research.
- 4Widely used as a standard benchmark in the field.
Key Benefits
Additional Product Information
Product Description
An image database organized according to the WordNet hierarchy (currently nouns), with nodes depicted by hundreds to thousands of images, used to advance computer vision and deep learning research; available for free to non-commercial researchers.
Target Market
Researchers and academic institutions conducting computer vision and deep learning research.
Unique Value Proposition
A massive, semantically organized, free-to-access image dataset that serves as a foundational resource and benchmark for CV and DL research.
Technical Requirements
Dataset is downloadable from the ImageNet site; no explicit software/hardware requirements are stated; usage is non-commercial.
Pricing Model
Free for non-commercial use.
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