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01google /code_x_glue_cc_defect_detection Dataset Card for "code_x_glue_cc_defect_detection" Dataset Summary CodeXGLUE Defect-detection dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Code/Defect-detection Given a source code, the task is to identify whether it is an insecure code that may attack software systems, such as resource leaks, use-after-free vulnerabilities and DoS attack. We treat the task as binary classification (0/1), where 1 stands for insecure code and 0 for secure… See the full description on the dataset page: https://huggingface.co/datasets/google/code_x_glue_cc_defect_detection.texttext-classification10K<n<100K29 likes2k downloads3y agoHugging Face02rikkarth /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 Face03Kinzaaa /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 Face04hahahang2 /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 Face05anywaylabs /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 Face06l985215117 /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 Face07lslattery /wafer-defect-detectionDataset used by the paper: Wu, Ming-Ju, Jyh-Shing R. Jang, and Jui-Long Chen. “Wafer Map Failure Pattern Recognition and Similarity Ranking for Large-Scale Data Sets.” IEEE Transactions on Semiconductor Manufacturing 28, no. 1 (February 2015): 1–12. 0 likes144 downloads4y agoHugging Face08mcanoglu /defect-detectionA dataset containing safe and vulnerable code to fine-tune a llm for defect detection. The data is extracted from the wonderful work in the CVEFixes repository. Citation: @inproceedings{bhandari2021:cvefixes, title = {{CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software}}, booktitle = {{Proceedings of the 17th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE '21)}}, author = {Bhandari, Guru… See the full description on the dataset page: https://huggingface.co/datasets/mcanoglu/defect-detection.text10K<n<100K2 likes102 downloads3y agoHugging Face09hdtech /dagm_defect_detection_textured_surfacesimage0 likes89 downloads2y agoHugging Face10Mobiusi /PCB-Solder-Joint-Defect-Detection-Dataset PCB Solder Joint Defect Detection Dataset The PCB manufacturing industry is facing challenges in maintaining high-quality standards, particularly in the detection of solder joint defects post-wave and reflow soldering. Existing solutions often rely on manual inspection or less efficient automated systems that are prone to errors. This dataset aims to address the specific technical challenge of accurately identifying and classifying defects in solder joints, fulfilling the business… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/PCB-Solder-Joint-Defect-Detection-Dataset.textimage-classificationn<1K0 likes84 downloads7mo agoHugging Face11semeru /code-code-DefectDetection Dataset is imported from CodeXGLUE and pre-processed using their script. Where to find in Semeru: The dataset can be found at /nfs/semeru/semeru_datasets/code_xglue/code-to-code/Defect-detection in Semeru CodeXGLUE -- Defect Detection Task Definition Given a source code, the task is to identify whether it is an insecure code that may attack software systems, such as resource leaks, use-after-free vulnerabilities and DoS attack. We treat the task as… See the full description on the dataset page: https://huggingface.co/datasets/semeru/code-code-DefectDetection.tabular10K<n<100K2 likes82 downloads3y agoHugging Face12m-abbasi-m /Car-Gear-Surface-Defect-Detectionimagen<1K2 likes79 downloads1y agoHugging Face13nrodgers98 /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 Face14jujeongho /welding-defect-detectionimage1K<n<10K0 likes58 downloads1mo agoHugging Face15Kelompok200OK /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 Face16rohanath /insulator-defect-detectionimage1K<n<10K2 likes51 downloads1y agoHugging Face17TerLiphi /PCB-Solder-Joint-Defect-Detection-Dataset PCB Solder Joint Defect Detection Dataset The PCB manufacturing industry is facing challenges in maintaining high-quality standards, particularly in the detection of solder joint defects post-wave and reflow soldering. Existing solutions often rely on manual inspection or less efficient automated systems that are prone to errors. This dataset aims to address the specific technical challenge of accurately identifying and classifying defects in solder joints, fulfilling the business… See the full description on the dataset page: https://huggingface.co/datasets/TerLiphi/PCB-Solder-Joint-Defect-Detection-Dataset.textimage-classificationn<1K0 likes46 downloads6mo agoHugging Face18Tanishjain9 /industrial-pcb-defect-detection-dataset EdgePCB Defect Detection Dataset Overview The EdgePCB Defect Detection Dataset is a large-scale annotated dataset designed for training and evaluating deep learning models for automated PCB (Printed Circuit Board) inspection. The dataset supports real-time object detection tasks and is specifically curated for industrial applications using edge AI systems. It is developed as part of the EdgePCB-AI project, which focuses on deploying YOLOv8-based defect detection models on… See the full description on the dataset page: https://huggingface.co/datasets/Tanishjain9/industrial-pcb-defect-detection-dataset.1 likes44 downloads5mo agoHugging Face19ybli /yolo-neu-det-surface-defect-object-detection NEU-DET钢材表面缺陷目标检测数据集 网盘地址 在线下载链接：https://www.data2.cn https://www.data2.cn 访问 data2.cn 获取下载链接 object-detection0 likes39 downloads2mo agoHugging Face20aaozgur /fabric-defect-detection0 likes36 downloads1y agoHugging Face21mcanoglu /big-dataset-test-defect-detectiontext10K<n<100K0 likes23 downloads3y agoHugging Face22Paulescu /defect-detectionimage1K<n<10K1 likes22 downloads6mo agoHugging Face23ybli /yolo-wood-surface-defect-detection 木材表面缺陷检测数据集 本数据集为木材表面缺陷检测数据集，适用于计算机视觉领域的目标检测任务。 数据集标签信息 检测类别数（nc）：4 类别名称：Crack（裂纹）, Dead Knot, Live Knot, Marrow 适用场景 Crack, Dead Knot, Live Knot等多类目标的智能检测 目标检测模型训练与部署 计算机视觉算法研究 网盘地址 在线下载链接：https://www.data2.cn 在线获取数据集： 访问 https://www.data2.cn 访问 data2.cn 获取下载链接 复制这段内容后打开data2.cn手机App，操作更方便哦 --来自data2.cn超级会员v6的分享 object-detection0 likes22 downloads2mo agoHugging Face24ZHENGRAN /code_ujb_defectdetectiontextn<1K2 likes20 downloads3y agoHugging Face25Paulescu /defect-detection-testimagen<1K1 likes15 downloads6mo agoHugging Face26ybli /yolo-railway-track-defect-object-detection 铁路轨道缺陷目标检测数据集 本数据集为铁路轨道缺陷目标检测数据集，适用于智慧交通领域的目标检测任务。 数据集标签信息 检测类别数（nc）：7 类别名称：Cracks（裂纹）, Flakings（表层剥落）, Grooves（沟槽磨耗）, Joint（钢轨接缝）, Shellings（壳状剥离）, Spallings（碎屑剥落）, Squats（踏面暗伤） 适用场景 Cracks, Flakings, Grooves等多类目标的智能检测 基础设施智能巡检与病害检测 目标检测模型训练与部署 计算机视觉算法研究 网盘地址 在线下载链接：https://www.data2.cn 在线获取数据集：铁路轨道缺陷目标检测数据集 访问 https://www.data2.cn 访问 data2.cn 获取下载链接 object-detection0 likes15 downloads2mo agoHugging Face27ybli /yolo-train-wheel-surface-defect-detection 火车车轮表面缺陷检测数据集 本数据集为火车车轮表面缺陷检测数据集，适用于计算机视觉领域的目标检测任务。 数据集标签信息 类别名称：flat, hole（孔洞）, stain（污渍） 适用场景 flat的智能识别与检测 hole的智能识别与检测 stain的智能识别与检测 网盘地址 在线下载链接：https://www.data2.cn 在线获取数据集： 访问 https://www.data2.cn 访问 data2.cn 获取下载链接 object-detection0 likes13 downloads2mo agoHugging Face28ClarusC64 /euv-stochastic-defect-drift-detection-v0.1 What this dataset tests Early stochastic failure is a drift event. Not a single spike. The signal is coherence decay across: source noisepulse stabilityresist responseLER spreaddefect rate rise Task Predict JSON: drift_score 0..1precursor_flag 0 or 1dominant_axis one of nonesourceresistcoupled Example {"drift_score":0.52,"precursor_flag":1,"dominant_axis":"coupled"} Inputs All fields are deltas vs a known baseline window.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/euv-stochastic-defect-drift-detection-v0.1.tabular-to-text1K<n<10K0 likes12 downloads7mo agoHugging Face29ybli /yolo-industrial-packaging-defect-detection 工业包装缺陷检测数据集 本数据集为工业包装缺陷检测数据集，适用于工业AI领域的实例分割任务。 适用场景 工业产线智能质检与缺陷自动筛查 实例分割模型训练与部署 计算机视觉算法研究 网盘地址 在线下载链接：https://www.data2.cn 在线获取数据集：工业包装缺陷检测数据集 访问 https://www.data2.cn 访问 data2.cn 获取下载链接 object-detection0 likes12 downloads2mo agoHugging Face30xin1997 /code-ujb-defectdetection_all_inputtextn<1K0 likes8 downloads2y agoHugging Face

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