Datasets:
Tasks:
Object Detection
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
Added information about splits and provided metadata
#2
by
dbogdollumich
- opened
README.md
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This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with
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## Installation
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## Dataset Details
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Fisheye lens provides omnidirectional, wide coverage for using fewer cameras to monitor road intersections, however, with view distortions.
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The FishEye8K benchmark dataset for road object detection tasks comprises 157K bounding boxes across five classes (Pedestrian, Bike, Car, Bus, and Truck).
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The dataset comprises 8,000 images recorded in 22 videos using 18 fisheye cameras for traffic monitoring in Hsinchu, Taiwan, at resolutions of 1080×1080 and 1280×1280.
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- **Curated by:** Munkhjargal Gochoo, et. al.
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- **Shared by:** [Harpreet Sahota](https://huggingface.co/harpreetsahota)
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- **Language(s) (NLP):** en
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- T is the time of day indicator (A for afternoon, E for evening, N for night, M for morning).
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- YYY is an arbitrary sequence of digits.
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## Dataset Creation
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### Source Data
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This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with 8,000 samples. The train set consists of 5,288 samples and the test set of 2,712, as marked by FiftyOne sample tags.
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## Installation
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## Dataset Details
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Fisheye lens provides omnidirectional, wide coverage for using fewer cameras to monitor road intersections, however, with view distortions.
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The FishEye8K benchmark dataset for road object detection tasks comprises 157K bounding boxes across five classes (Pedestrian, Bike, Car, Bus, and Truck).
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The dataset comprises 8,000 images recorded in 22 videos using 18 fisheye cameras for traffic monitoring in Hsinchu, Taiwan, at resolutions of 1080×1080 and 1280×1280.
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- **Curated by:** Munkhjargal Gochoo, et. al.
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- **Shared by:** [Harpreet Sahota](https://huggingface.co/harpreetsahota)
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- **Language(s) (NLP):** en
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- T is the time of day indicator (A for afternoon, E for evening, N for night, M for morning).
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- YYY is an arbitrary sequence of digits.
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Each FiftyOne sample has two dedicated metadata fields storing the information provided in the filename, **location** for X and **time_of_day** for T. The extraction script was provided by [Daniel Bogdoll](https://github.com/daniel-bogdoll).
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## Dataset Creation
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### Source Data
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