Machine-Learned Humor

SYNETIC:vision

Need a laugh?

“Just give me the images.”

You’ve got the pipeline. We’ve got the fuel. SYNETIC:vision delivers massive-scale, precision-labeled visual data for training both traditional CV models and multimodal LLMs
— no crawling, labeling, or wrangling required.

Faster. Cheaper. Smarter. Fully Controlled.

Compared to manual collection, our synthetic datasets cost 99.9975% less. Even versus other synthetic providers, we deliver at one-eighth the price and in hours instead of weeks.

Each image comes with:

  • Pixel-perfect annotations
  • Occlusion metadata — whether your target is visible, and by how much
  • Full camera intrinsics and extrinsics — including focal length, distortion, position, and orientation

Best of all? You control the camera.

Define the exact intrinsics and extrinsics for every shot — so your models don’t just learn what to see, they learn how you want to see it.

Traditional Computer Vision Training Images

Nothing Traditional About It!

What It Is

Photorealistic, domain-specific image datasets with pixel-perfect annotations. Designed for YOLO, RT-DETR, DINO, Detectron2, MMDetection, and custom CV pipelines.

Why it works:

1

Generated from simulation with total control: objects, lighting, angle, motion, occlusion

2

Auto-labeled: bounding boxes, masks, depth, normals, keypoints

3

Supports multi-sensor output: RGB, NIR, thermal, LiDAR, stereo pairs

4

Export formats: COCO, YOLO, Pascal VOC, custom JSON

Use Cases

  • Detection, segmentation, tracking
  • Model bootstrapping and pretraining
  • Long-tail edge case synthesis
  • Adversarial scene generation for robustness

Why it works:

1

Generated from simulation with total control: objects, lighting, angle, motion, occlusion

2

Auto-labeled: bounding boxes, masks, depth, normals, keypoints

3

Supports multi-sensor output: RGB, NIR, thermal, LiDAR, stereo pairs

4

Export formats: COCO, YOLO, Pascal VOC, custom JSON

Images for LLM Augmentation/VLM Training

What It Is

Scene-rich visual datasets tailored for vision-language models. Includes captions, descriptions, QA, and region-level grounding.

Why it works:

1

Natural language annotations: captions, scene descriptions, object relationships

2

VQA-ready: templated or dynamic question/answer pairs

3

Format-compatible: JSON, JSONL, TSV for LLaVA, GPT-4V, Flamingo, Kosmos, etc.

4

Export formats: COCO, YOLO, Pascal VOC, custom JSON

Use Cases

  • Multimodal LLM pretraining
  • Visual reasoning fine-tuning
  • Robotics and agent grounding
  • Domain-specific multimodal instruction tuning

Sample Output

Why it works:

1

Natural language annotations: captions, scene descriptions, object relationships

2

VQA-ready: templated or dynamic question/answer pairs

3

Grounding-friendly: referring expressions with coordinate maps

4

Format-compatible: JSON, JSONL, TSV for LLaVA, GPT-4V, Flamingo, Kosmos, etc.


{
  "image_id": "12345.png",
  "caption": "A piglet eats from a feeder while a sow sleeps in the background.",
  "qa": [
    {"q": "What is the piglet doing?", "a": "Eating from a feeder"},
    {"q": "What’s behind the piglet?", "a": "A sleeping sow"}
  ],
  "regions": [
    {"label": "piglet", "box": [42, 87, 120, 134]},
    {"label": "sow", "box": [200, 190, 350, 300]}
  ]
}

Benchmarks

ModelPretraining DataImprovement
LLaVA-style VLM3M Synetic scenes+13% on VQA accuracy
GPT-4V fine-tuningSynetic scenes with captions+11% grounding precision, +24% task success rate
Instruction FollowerWith Synetic scenes+24% task success rate

theoretical gains – for illustrative purposes

Configure Your Synthetic Image Order

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Camera Distance

Camera Yaw

Camera Pitch

Stereo Camera Separation

General Settings

Sensor Configuration
Annotation Types
Weather Patterns Options
Metadata

Image Configuration

Model Training and SDK Options

Model Training and SDK Options

Calculated Cost Output

Order Details

$0.00
Where should we send order details?
Terms and Conditions

Pricing

# Images GeneratedComplexityImages for LLMs
(per Image)
Images for CV
(per Image)
# Images Generated< 10,000 Images
ComplexitySimple
Images for LLMs
(per Image)
$0.15
Images for CV
(per Image)
$0.10
# Images Generated10,000 – 100,000 Images
ComplexityMedium
Images for LLMs
(per Image)
$0.10
Images for CV
(per Image)
$0.05
# Images Generated> 100,000 Images
ComplexityLarge
Images for LLMs
(per Image)
$0.05
Images for CV
(per Image)
$0.01

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