What does the TIME Image Dataset contain?

The dataset includes 144 classes of synthetically generated clock images labeled in hour-minute format. Images are provided in 224×224×3 JPG format with multiple color variations and rotations.

How is the dataset structured?

The dataset is split into training, validation, and test subsets. Each image depicts an analog clock with rectangular hands positioned at precise time intervals, ensuring consistency across all samples.

What are the use cases of the TIME Image Dataset?

This dataset is ideal for training and evaluating computer vision models in time recognition tasks, such as analog clock reading, synthetic data benchmarking, and time-based object recognition in AI systems.

TIME Image Dataset

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TIME Image Dataset

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TIME Image Dataset

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TIME Image Dataset

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TIME Image Dataset

Description

Explore the TIME Image Dataset, featuring 144 classes of synthetically generated clock images designed for time-based image recognition tasks.

Description:

The TIME Image Dataset comprises synthetically generated clock images with 144 classes, each labeled in the format hour-minute (e.g., 1:30 is labeled as 1-30). It includes images of clocks with fixed-length, rectangular hands in different colors, positioned on various clock faces.

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Dataset Structure:

Classes: 144 (12 hours x 12 minutes)
Subsets: Train, test, validation
Image Specifications: 224x224x3 jpg format, randomly rotated (0, -90, +90, 180 degrees)
Hands: Rectangular, black or in 5 different colors on darker faces, minute hand at exact positions (0, 5, 10, etc.), hour hand adjusted for realism.

Additional Details:

The dataset’s design aims to provide a realistic analog clock appearance, including proper hour hand positioning.
Models trained on this dataset might not perform well on real-world images due to fixed design constraints in the synthetic images.

Use Cases: This dataset is ideal for training image classification models to recognize specific times on clock faces, offering a structured approach for developing algorithms in time-based image recognition tasks.

This dataset is sourced from Kaggle.

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TIME Image Dataset