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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01rikkarth /welding-defect-object-detection Welding Defect Object Detection 2,028 annotated images of welds for defect detection, in both YOLO and COCO formats. Three classes: id (YOLO / COCO) name 0 / 1 Bad Weld 1 / 2 Good Weld 2 / 3 Defect Splits split images annotations train 1,619 4,583 valid 283 802 test 126 301 Layout ├── data.yaml # YOLO class names + split paths ├── train|valid|test/ │ ├── images/ # .jpg │ └── labels/… See the full description on the dataset page: https://huggingface.co/datasets/rikkarth/welding-defect-object-detection.imageobject-detection1K<n<10K0 likes1.2k downloads2mo agoHugging Face02Kinzaaa /nut_defect_detection Nut Defect Classification Synthetic Industrial Quality Inspection Dataset Nut Defect Classification (Synthetic Dataset) This dataset is a synthetic collection of industrial nut images designed for image classification tasks, specifically focusing on defect detection in manufacturing pipelines. It serves as a benchmark and training resource for computer vision algorithms used in quality assurance.… See the full description on the dataset page: https://huggingface.co/datasets/Kinzaaa/nut_defect_detection.imageimage-classificationn<1K0 likes638 downloads1mo agoHugging Face03hahahang2 /blade-defect-detection Blade Defect Detection Dataset (notch / crack / ablation) A YOLO-format object detection dataset for blade surface defect detection, covering three defect types: notch, crack, and ablation. Dataset Structure ├── anomaly.yaml # Ultralytics YOLO dataset config (relative paths) ├── train/ # images + labels ├── val/ # images + labels └── test/ # images + labels anomaly.yaml uses relative paths — training can be launched directly from… See the full description on the dataset page: https://huggingface.co/datasets/hahahang2/blade-defect-detection.imageobject-detectionn<1K0 likes567 downloads6d agoHugging Face04anywaylabs /synthetic-mvtec-ad-defect-detection Synthetic MVTec AD – Defect Detection Dataset by AnywayLabs.ai Need a custom synthetic dataset for your own defect detection use case? This dataset is an open-source sample of our synthetic data generation work at AnywayLabs. If you're working on: industrial defect detection visual inspection supervised anomaly detection hard-to-collect defect classes synthetic data for computer vision training You can request a custom synthetic dataset here, or email:… See the full description on the dataset page: https://huggingface.co/datasets/anywaylabs/synthetic-mvtec-ad-defect-detection.imageobject-detectionn<1K1 likes287 downloads4mo agoHugging Face05l985215117 /welding-defect-object-detection Welding Defect Object Detection 2,028 annotated images of welds for defect detection, in both YOLO and COCO formats. Three classes: id (YOLO / COCO) name 0 / 1 Bad Weld 1 / 2 Good Weld 2 / 3 Defect Splits split images annotations train 1,619 4,583 valid 283 802 test 126 301 Layout ├── data.yaml # YOLO class names + split paths ├── train|valid|test/ │ ├── images/ # .jpg │ └── labels/… See the full description on the dataset page: https://huggingface.co/datasets/l985215117/welding-defect-object-detection.imageobject-detection1K<n<10K1 likes256 downloads2mo agoHugging Face06hdtech /dagm_defect_detection_textured_surfacesimage0 likes89 downloads2y agoHugging Face07m-abbasi-m /Car-Gear-Surface-Defect-Detectionimagen<1K2 likes79 downloads1y agoHugging Face08nrodgers98 /Oak-Defect-Detection Dataset Card for Oak Defect Detection Dataset Description Dataset Summary The Oak Defect Detection dataset contains high-resolution line-scan imagery of green rough oak planks with pixel-level annotations for defect detection. The dataset is designed for semantic segmentation tasks to identify and classify defects in wood planks, including BlackRot, Knots, and Stains. This dataset was collected using line-scan imaging systems and includes both color images and… See the full description on the dataset page: https://huggingface.co/datasets/nrodgers98/Oak-Defect-Detection.imageimage-segmentation1K<n<10K0 likes60 downloads6mo agoHugging Face09jujeongho /welding-defect-detectionimage1K<n<10K0 likes58 downloads1mo agoHugging Face10Kelompok200OK /dataset_defect_detection_200_OK Real‑Life Industrial Dataset of Casting Product Disesuaikan kembali oleh tim 200 OK untuk keperluan membuat model prediksi menggunakan Xception untuk mendeteksi cacat pada impeller submersible pump. Tentang Dataset Dimensi: 512 x 512 px grayscale Dataset ini tanpa augmentasi lebih lanjut Total gambar: 1300 gambar 519 gambar berlabel ok_front 781 gambar berlabel def_front Penggunaan Dataset Untuk training: 1040 gambar Untuk validation: 260 gambar… See the full description on the dataset page: https://huggingface.co/datasets/Kelompok200OK/dataset_defect_detection_200_OK.image1K<n<10K0 likes57 downloads1y agoHugging Face11rohanath /insulator-defect-detectionimage1K<n<10K2 likes51 downloads1y agoHugging Face12Paulescu /defect-detectionimage1K<n<10K1 likes22 downloads6mo agoHugging Face13Paulescu /defect-detection-testimagen<1K1 likes15 downloads6mo agoHugging Face14KrP77-HF /defect_detectiongated Defect Detection for Industrial Quality Control This repository contains the datasets and model checkpoints for an automated quality control system designed to detect defects in plastic injection-molded components. 🔍 Project Overview This project applies deep learning to industrial manufacturing. By utilizing YOLOv8 architectures, the system identifies surface defects in real-time, specifically optimized for deployment on edge devices like the Raspberry Pi 5. 📂… See the full description on the dataset page: https://huggingface.co/datasets/KrP77-HF/defect_detection.image0 likes3 downloads5mo agoHugging Face

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