# QuailModel
> Fully synthetic, validated ML datasets with free samples. Prices in USD; full editions include a commercial licence.

## Custom datasets (service)
- [Custom Object-Detection Dataset of Your Object (2,000 images)](https://buy.polar.sh/polar_cl_AQu6LzRtqiQmKPlgPt0zePBtvWjJI4vULeFMQ4NLHH9): We render 2,000 labelled photoreal synthetic images of YOUR object or scenario, with YOLO boxes and a commercial licence. Price $249 (one-time). Buy: https://buy.polar.sh/polar_cl_AQu6LzRtqiQmKPlgPt0zePBtvWjJI4vULeFMQ4NLHH9
  - Includes: 2,000 images (640x640 JPEG), up to 3 classes, YOLO boxes + data.yaml, train/val/test split, quality report, one round of adjustments; commercial licence.
  - Delivery: typically 3-5 business days after we receive reference photos + rough dimensions. Order: 1) Check out and describe the object, size, environment, camera view and classes in the brief box. 2) Email reference photos + rough dimensions to quailmodel@gmail.com with your order number in the subject.
  - Optional: Sim-to-real test: send ~200 of your own labelled real images and we report how much the synthetic data improves a detector on them.
  - Refund: Full refund if we cannot deliver your request (14-day refund policy). Limits: Only objects you own or are allowed to use; no weapons or anything meant to harm people; no copied third-party 3D assets.

## Datasets
- [Photoreal Drone Detection v5 (real-data validated)](https://huggingface.co/datasets/quailrobot/drone-v5-sample): 6,000 photoreal drone images, YOLO boxes, +11% mAP50-95 on real photos Price $39. Buy: https://buy.polar.sh/polar_cl_1QltnCWa2soRLKlNTPmUkFMpV9LAXZMRVpvZW1OVvz4
- [Synthetic Airspace: Drone vs Fixed-wing vs Bird](https://huggingface.co/datasets/quailrobot/airspace-v3-sample): 5,000 images: multirotor vs fixed-wing UAV vs bird, exact YOLO boxes Price $35. Buy: https://buy.polar.sh/polar_cl_NG5kSyz9EzZm7OKoEKYG2AJSnHJFFyX8HQU2X3tdym8
- [Synthetic Drone Detection v2 (with bird decoys)](https://huggingface.co/datasets/quailrobot/drone-synth-v2-sample): 5,000 drone images with trees, buildings and unlabelled bird decoys Price $29. Buy: https://buy.polar.sh/polar_cl_7GKayFgG8OxqQu58QUexVwOM0GgEI9krJCN0Q39jc0n (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-drone-detection-v2)
- [Synthetic Fruit with Ripeness Labels (6 fruits)](https://huggingface.co/datasets/quailrobot/fruit-v1-sample): 5,000 images of 6 fruits with unripe/ripe/overripe labels + YOLO boxes Price $25. Buy: https://buy.polar.sh/polar_cl_I15FSJ1fslvMqru1TMDXqoDTS1eIHgGL90lBK2RtCMN (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-fruit-ripeness)
- [Synthetic Glass Jars (5 types + attributes)](https://huggingface.co/datasets/quailrobot/jars-v1-sample): 5,000 glass-jar images, 5 jar types, lid/contents/fill attributes Price $25. Buy: https://buy.polar.sh/polar_cl_7qTni7LxfUbHsqVdcX93IKNhEZa9ieFHwHxWq36r8ej (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-glass-jars)
- [Synthetic Lab Glassware with Liquids (6 types)](https://huggingface.co/datasets/quailrobot/labglass-v1-sample): 5,000 images of 6 lab glassware types with liquids, YOLO boxes + attributes Price $25. Buy: https://buy.polar.sh/polar_cl_mk4xkc4gN3fUDteh4HJKHlSaPNe3KKFMdqcwO4fkB01
- [Synthetic Thermal Airspace: Drone vs Bird (LWIR)](https://huggingface.co/datasets/quailrobot/thermal-v4-sample): 5,000 thermal-style images: drone vs fixed-wing vs bird, YOLO boxes Price $24. Buy: https://buy.polar.sh/polar_cl_rkadu8XB0RMWuFbrE1ww9wAdP1wJsOSEz5qz73P2B2g (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-thermal-airspace-drone-bird)
- [Synthetic Colour Recognition (12 colours)](https://huggingface.co/datasets/quailrobot/colors-v1-sample): 3,000 images of objects in 12 named colours, YOLO boxes + exact sRGB Price $19. Buy: https://buy.polar.sh/polar_cl_UiPSyF3dOiIKHeQ5vR7he5LURWPu04RO3Cenc3RE8cI
- [Synthetic Drone Detection v1](https://huggingface.co/datasets/quailrobot/drone-synth-v1-sample): 5,000 synthetic sky images of drones with exact YOLO boxes Price $19. Buy: https://buy.polar.sh/polar_cl_VX2Z8vtVNWHLM1ILSpgcc399AFRq32SPEaxHy2LuonY
- [Synthetic Industrial Fasteners (6 types, M3-M12)](https://huggingface.co/datasets/quailrobot/fasteners-v1-sample): 5,000 images of bolts, nuts, washers and screws (M3-M12), YOLO boxes Price $19. Buy: https://buy.polar.sh/polar_cl_mjsHubTLuplGfrFTdCwQ5cWN6lWcTg1RGuWJY1NTHkc
- [Synthetic Parcels & Packages (5 types)](https://huggingface.co/datasets/quailrobot/parcels-v1-sample): 5,000 images of boxes, mailers, tubes, totes with YOLO boxes + damage labels Price $19. Buy: https://buy.polar.sh/polar_cl_7tStq6NIuCZ44hCotD41SmUhAyqZe3RN4iKog3G6ATr
- [Synthetic Potted Plants (6 types, stylized)](https://huggingface.co/datasets/quailrobot/plants-v1-sample): 5,000 stylized images of 6 potted plant types with YOLO boxes Price $19. Buy: https://buy.polar.sh/polar_cl_e1JErFESn1qSLPknUg58BGGv9FksAsRuRqz9L2mSU5U
- [Synthetic DEX Market Manipulation](https://huggingface.co/datasets/quailrobot/crypto-dex-v1-sample): 285k AMM swaps with labelled wash trading, pump-and-dump, sandwich MEV Price $39. Buy: https://buy.polar.sh/polar_cl_hkSA7tcLNmeBAbsqr4bFGDulTvmoNBRB151eA3YvHue
- [Synthetic Healthcare Claims Fraud](https://huggingface.co/datasets/quailrobot/health-claims-v1-sample): 791k synthetic medical claims, 6 labelled provider-fraud schemes Price $39. Buy: https://buy.polar.sh/polar_cl_M1i51rdyq8Wo57sCXqdxphfMcpGx9crrYd8qc0f2LTK
- [Synthetic AML Transfer Network](https://huggingface.co/datasets/quailrobot/aml-v1-sample): 3.8M synthetic bank transfers with 5 labelled laundering typologies Price $30. Buy: https://buy.polar.sh/polar_cl_HnkK7xRcMaBfwFmfVUYNijc7MXsqYg2A3viVi2I5BcY (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-aml-transfer-network)
- [Synthetic Crypto AML: On-chain Illicit Flows](https://huggingface.co/datasets/quailrobot/crypto-aml-v1-sample): 1.2M synthetic on-chain transfers, 5 illicit crypto typologies Price $30. Buy: https://buy.polar.sh/polar_cl_Tp2K2g2Qk1WYAxMRXoMbGvNX23DxKj9mcjvMM24q3li (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-crypto-aml-onchain)
- [Synthetic Consumer Credit Risk (Loan Default)](https://huggingface.co/datasets/quailrobot/credit-risk-v1-sample): 300k synthetic consumer loans with default, timing and loss labels Price $29. Buy: https://buy.polar.sh/polar_cl_yGbhg1U008yQ3CrFjsfWsr27YndWE7Vs4wIsU3t32pA
- [Synthetic Insurance Claims Fraud](https://huggingface.co/datasets/quailrobot/insurance-claims-v1-sample): 28k motor/home claims, 5 labelled fraud schemes incl. rings Price $29. Buy: https://buy.polar.sh/polar_cl_A3Q1gtzKIv75GAdl4YgUCn0p7GhKF2mPpu5ug1cjdRH (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-insurance-claims-fraud)
- [Synthetic Card Fraud Transactions](https://huggingface.co/datasets/quailrobot/card-fraud-v1-sample): 10M synthetic card transactions, 4 labelled fraud patterns Price $24. Buy: https://buy.polar.sh/polar_cl_4Y8oVxVW5XCXVsar9qt8W0opBgQTPhje1qJFN3erRe4 (also on Gumroad: https://quailcraft1.gumroad.com/l/synthetic-card-fraud-transactions)
- [Synthetic Network Intrusion Flows](https://huggingface.co/datasets/quailrobot/netflow-v1-sample): 4.3M synthetic network flow records, 7 labelled attack types for intrusion detection Price $39. Buy: https://buy.polar.sh/polar_cl_GGObtkVsr8IkPlgEdD2gD4M1kfp33AE84Jlr9360OY0
- [Synthetic Predictive Maintenance Sensors](https://huggingface.co/datasets/quailrobot/pred-maint-v1-sample): 3.5M hourly sensor rows from 400 machines, 358 labelled failures + remaining useful life Price $39. Buy: https://buy.polar.sh/polar_cl_K1eYrk4zv0iFgh6m67akS5ump9xqUXn1VgZJo2fE2w5
- [Diatomic Potential-Energy Curves](https://huggingface.co/datasets/quailrobot/diatomic-pes-v1b-sample): 358 ab initio potential-energy curves, CCSD(T) to DFT Price $29. Buy: https://buy.polar.sh/polar_cl_482YthCQeW6syJ0fjCYxI1RjOHG5SSutYAiOC2KvLf1

Contact: quailmodel@gmail.com. Refunds: 14 days if defective or not as described. Licence: commercial use, no redistribution.