AdResyze: 289 Annotated Indian Ad Layouts with Bounding Boxes and Colors

289 annotated Indian brand advertisements serve as the training dataset for a LoRA adapter. The dataset contains element bounding boxes, type labels, dominant colors, aspect ratios, and platform guesses. It was created by builditwithgk and last updated on April 12, -2026.

Use Cases

• Fine-tuning vision-language models for ad layout anatomy based on bounding box and type label annotations.
• Analyzing design patterns in Indian advertisements based on element type labels and platform guesses.
• Extracting color schemes and aspect ratio statistics for brand style analysis based on dominant color and aspect ratio data.
• Training object detection models to identify ad components based on the provided bounding box coordinates.

Strengths

• 289 annotated advertisements provide a focused training set.
• Annotations include multiple features: bounding boxes, type labels, dominant colors, aspect ratios, and platform guesses.
• Dataset is explicitly linked to a fine-tuned model (builditwithgk/adresyze-lora), indicating practical application.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The original advertisement images are not redistributed with the dataset.

Provenance

Source

huggingface

Collection Method

Annotations created for model fine-tuning; original image sources not specified.

Time Range

null

Freshness

Last updated 2026-04-12 18:41:20; freshness should be verified.

Geography

India