amplifier installation Image Dataset

Sample Images

About This Dataset

The amplifier installation image dataset from ImageHub contains high-quality product photographs sourced from leading ecommerce retailers. Images are tagged at two levels: a folder-based category hierarchy and CLIP-derived semantic attributes — giving you both coarse and fine-grained labels in a single export.

Use Cases

• AI / ML training — use the category and attribute labels as supervision for classifiers, detectors, and embedding models.
• Visual search — build similarity indexes using the included tag embeddings.
• Catalog automation — auto-populate product records using the structured metadata files.
• Creative & marketing — source on-brand imagery for campaigns and mockups.

What's Included

• Original resolution JPEG/PNG files
• Per-image metadata: dimensions, MD5, source site, product ID
• Folder-based and CLIP semantic tag arrays
• Primary-image flag per SKU

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