TIME Image Dataset
TIME Image Dataset
Datasets
TIME Image Dataset
File
TIME Image Dataset
Use Case
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.
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