Dataset Viewer
messages
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[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 0 from the SimpleVQA dataset."
}
] |
images/image_00000.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 1)."
}
] |
images/image_00001.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (2) containing different shapes and colors."
}
] |
images/image_00002.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 3 displays geometric patterns and visual content."
}
] |
images/image_00003.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (4) for vision-language model training."
}
] |
images/image_00004.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 5 from the SimpleVQA dataset."
}
] |
images/image_00005.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 6)."
}
] |
images/image_00006.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (7) containing different shapes and colors."
}
] |
images/image_00007.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 8 displays geometric patterns and visual content."
}
] |
images/image_00008.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (9) for vision-language model training."
}
] |
images/image_00009.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 10 from the SimpleVQA dataset."
}
] |
images/image_00010.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 11)."
}
] |
images/image_00011.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (12) containing different shapes and colors."
}
] |
images/image_00012.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 13 displays geometric patterns and visual content."
}
] |
images/image_00013.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (14) for vision-language model training."
}
] |
images/image_00014.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 15 from the SimpleVQA dataset."
}
] |
images/image_00015.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 16)."
}
] |
images/image_00016.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (17) containing different shapes and colors."
}
] |
images/image_00017.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 18 displays geometric patterns and visual content."
}
] |
images/image_00018.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (19) for vision-language model training."
}
] |
images/image_00019.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 20 from the SimpleVQA dataset."
}
] |
images/image_00020.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 21)."
}
] |
images/image_00021.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (22) containing different shapes and colors."
}
] |
images/image_00022.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 23 displays geometric patterns and visual content."
}
] |
images/image_00023.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (24) for vision-language model training."
}
] |
images/image_00024.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 25 from the SimpleVQA dataset."
}
] |
images/image_00025.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 26)."
}
] |
images/image_00026.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (27) containing different shapes and colors."
}
] |
images/image_00027.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 28 displays geometric patterns and visual content."
}
] |
images/image_00028.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (29) for vision-language model training."
}
] |
images/image_00029.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 30 from the SimpleVQA dataset."
}
] |
images/image_00030.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 31)."
}
] |
images/image_00031.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (32) containing different shapes and colors."
}
] |
images/image_00032.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 33 displays geometric patterns and visual content."
}
] |
images/image_00033.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (34) for vision-language model training."
}
] |
images/image_00034.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 35 from the SimpleVQA dataset."
}
] |
images/image_00035.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 36)."
}
] |
images/image_00036.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (37) containing different shapes and colors."
}
] |
images/image_00037.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 38 displays geometric patterns and visual content."
}
] |
images/image_00038.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (39) for vision-language model training."
}
] |
images/image_00039.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 40 from the SimpleVQA dataset."
}
] |
images/image_00040.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 41)."
}
] |
images/image_00041.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (42) containing different shapes and colors."
}
] |
images/image_00042.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 43 displays geometric patterns and visual content."
}
] |
images/image_00043.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (44) for vision-language model training."
}
] |
images/image_00044.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 45 from the SimpleVQA dataset."
}
] |
images/image_00045.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 46)."
}
] |
images/image_00046.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (47) containing different shapes and colors."
}
] |
images/image_00047.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 48 displays geometric patterns and visual content."
}
] |
images/image_00048.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (49) for vision-language model training."
}
] |
images/image_00049.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 50 from the SimpleVQA dataset."
}
] |
images/image_00050.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 51)."
}
] |
images/image_00051.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (52) containing different shapes and colors."
}
] |
images/image_00052.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 53 displays geometric patterns and visual content."
}
] |
images/image_00053.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (54) for vision-language model training."
}
] |
images/image_00054.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 55 from the SimpleVQA dataset."
}
] |
images/image_00055.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 56)."
}
] |
images/image_00056.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (57) containing different shapes and colors."
}
] |
images/image_00057.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 58 displays geometric patterns and visual content."
}
] |
images/image_00058.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (59) for vision-language model training."
}
] |
images/image_00059.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 60 from the SimpleVQA dataset."
}
] |
images/image_00060.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 61)."
}
] |
images/image_00061.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (62) containing different shapes and colors."
}
] |
images/image_00062.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 63 displays geometric patterns and visual content."
}
] |
images/image_00063.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (64) for vision-language model training."
}
] |
images/image_00064.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 65 from the SimpleVQA dataset."
}
] |
images/image_00065.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 66)."
}
] |
images/image_00066.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (67) containing different shapes and colors."
}
] |
images/image_00067.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 68 displays geometric patterns and visual content."
}
] |
images/image_00068.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (69) for vision-language model training."
}
] |
images/image_00069.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 70 from the SimpleVQA dataset."
}
] |
images/image_00070.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 71)."
}
] |
images/image_00071.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (72) containing different shapes and colors."
}
] |
images/image_00072.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 73 displays geometric patterns and visual content."
}
] |
images/image_00073.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (74) for vision-language model training."
}
] |
images/image_00074.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 75 from the SimpleVQA dataset."
}
] |
images/image_00075.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 76)."
}
] |
images/image_00076.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (77) containing different shapes and colors."
}
] |
images/image_00077.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 78 displays geometric patterns and visual content."
}
] |
images/image_00078.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (79) for vision-language model training."
}
] |
images/image_00079.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 80 from the SimpleVQA dataset."
}
] |
images/image_00080.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 81)."
}
] |
images/image_00081.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (82) containing different shapes and colors."
}
] |
images/image_00082.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 83 displays geometric patterns and visual content."
}
] |
images/image_00083.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (84) for vision-language model training."
}
] |
images/image_00084.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 85 from the SimpleVQA dataset."
}
] |
images/image_00085.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 86)."
}
] |
images/image_00086.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (87) containing different shapes and colors."
}
] |
images/image_00087.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 88 displays geometric patterns and visual content."
}
] |
images/image_00088.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (89) for vision-language model training."
}
] |
images/image_00089.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 90 from the SimpleVQA dataset."
}
] |
images/image_00090.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 91)."
}
] |
images/image_00091.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (92) containing different shapes and colors."
}
] |
images/image_00092.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 93 displays geometric patterns and visual content."
}
] |
images/image_00093.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (94) for vision-language model training."
}
] |
images/image_00094.jpg
|
|
[
{
"role": "user",
"content": "What is shown in this image?"
},
{
"role": "assistant",
"content": "This is sample image 95 from the SimpleVQA dataset."
}
] |
images/image_00095.jpg
|
|
[
{
"role": "user",
"content": "Describe the content of this image."
},
{
"role": "assistant",
"content": "The image shows various visual elements and patterns (sample 96)."
}
] |
images/image_00096.jpg
|
|
[
{
"role": "user",
"content": "What objects can you see in this image?"
},
{
"role": "assistant",
"content": "This is a training sample (97) containing different shapes and colors."
}
] |
images/image_00097.jpg
|
|
[
{
"role": "user",
"content": "What is the main subject of this image?"
},
{
"role": "assistant",
"content": "Image 98 displays geometric patterns and visual content."
}
] |
images/image_00098.jpg
|
|
[
{
"role": "user",
"content": "Can you describe what's happening in this image?"
},
{
"role": "assistant",
"content": "This is a synthetic training image (99) for vision-language model training."
}
] |
images/image_00099.jpg
|
End of preview. Expand
in Data Studio
SimpleVQA Dataset
SimpleVQA is a simple vision-language question-answering dataset designed for testing and reproducing vision-language model training. It contains 128 samples with images and question-answer pairs in a conversational format.
Dataset Summary
SimpleVQA is a lightweight dataset containing 128 vision-language question-answering samples. Each sample includes:
- An image (512x512 RGB)
- A conversation with user questions and assistant answers
- Image paths for reference
This dataset is suitable for:
- Testing vision-language model training pipelines
- Reproducing experimental results
- Educational purposes and quick prototyping
Supported Tasks
- Visual Question Answering (VQA): Answer questions about image content
- Image Description: Generate descriptions of image content
- Multimodal Conversation: Engage in conversations about images
Languages
The dataset is primarily in English.
Dataset Structure
Data Fields
Each sample contains the following fields:
- messages: List of conversation turns
role: "user" or "assistant"content: Text content of the message
- image: PIL Image object (RGB format, 512x512)
- image_path: Original image file path
Data Splits
- train: 128 samples
Example
from datasets import load_dataset
dataset = load_dataset("JosephFace/simpleVQA")
# Access a sample
sample = dataset["train"][0]
print(sample["messages"])
# [
# {"role": "user", "content": "What is shown in this image?"},
# {"role": "assistant", "content": "This is sample image 0 from the SimpleVQA dataset."}
# ]
print(sample["image"]) # PIL Image object
print(sample["image_path"]) # "images/image_00000.jpg"
Usage
Load from HuggingFace Hub
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("JosephFace/simpleVQA")
# Or load specific split
train_dataset = load_dataset("JosephFace/simpleVQA", split="train")
Load Locally
If you have the dataset files locally:
from datasets import load_from_disk
# Load from Arrow format
dataset = load_from_disk("path/to/hf_dataset")
# Or load from JSONL
from datasets import load_dataset
dataset = load_dataset("json", data_files="simpleVQA_128.jsonl", split="train")
Use with Training Pipeline
from datasets import load_dataset
from veomni.data.dataset import MappingDataset
# Load dataset
hf_dataset = load_dataset("JosephFace/simpleVQA", split="train")
# Use with VeOmni training pipeline
dataset = MappingDataset(data=hf_dataset, transform=your_transform_function)
Dataset Statistics
- Total samples: 128
- Image format: JPEG, 512x512 RGB
- Average conversation turns: 2 (1 user question + 1 assistant answer)
- Total images: 128
Limitations
- Small dataset size (128 samples) - suitable for testing only
- Synthetic/placeholder images - not real-world data
- Limited question diversity
- Primarily English language content
Citation
@dataset{josephface_simplevqa,
title={SimpleVQA: A Simple Vision-Language Question-Answering Dataset},
author={JosephFace},
year={2025},
url={https://huggingface.co/datasets/JosephFace/simpleVQA}
}
License
This dataset is released under the MIT License.
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