Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.
☆255Aug 21, 2020Updated 5 years ago
Alternatives and similar repositories for Data-Augmentation-Zoo-for-Object-Detection
Users that are interested in Data-Augmentation-Zoo-for-Object-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simple implementation of augmentation for small object detection☆220Jul 19, 2020Updated 5 years ago
- Implementation of augmentation for small object detection（填鸭） https://arxiv.org/pdf/1902.07296.pdf☆19Jun 6, 2025Updated 10 months ago
- Implementation of 'Attention-guided Feature Fusion for Small Object Detection'☆14Dec 21, 2023Updated 2 years ago
- PyTorch implementations of single-shot approaches for object detection in images☆19Sep 18, 2019Updated 6 years ago
- 鉴于该 填鸭式 方法对小目标的数据增强的详细的描述较少，故重新整理了代码，并添加了说明。按照md文件的说明，应该可以正常的运行☆46Mar 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Scale-aware Automatic Augmentation for Object Detection (CVPR 2021)☆198Aug 24, 2022Updated 3 years ago
- List of the Papers Addressing Vision-based Small Object Detection☆303Jun 14, 2020Updated 5 years ago
- 🕶 A curated list of Tiny Object Detection papers and related resources.☆1,621Oct 4, 2023Updated 2 years ago
- Learning Data Augmentation Strategies for Object Detection in numpy☆55Jul 19, 2021Updated 4 years ago
- my_custom_mmdetection☆60Jun 13, 2020Updated 5 years ago
- ☆12Mar 13, 2020Updated 6 years ago
- Augment dataset (images and annotations) for object detection☆63Oct 27, 2021Updated 4 years ago
- ☆14Feb 16, 2022Updated 4 years ago
- Code of Paper : "Feature-Fused SSD: Fast Detection for Small Objects"☆30Nov 27, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Latest paper about small object detection☆447Sep 1, 2023Updated 2 years ago
- yolov5训练转onnx转caffe工程 直接可用☆24Jan 10, 2022Updated 4 years ago
- This is a python based library to augment the training dataset for object detection using YOLO.☆98Jun 1, 2020Updated 5 years ago
- ☆10Feb 16, 2022Updated 4 years ago
- SODA-D Small Object Detection Toolbox and Benchmark☆43Feb 27, 2025Updated last year
- [CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection☆475Mar 22, 2024Updated 2 years ago
- The pipeline for image data augmentation which include zoom, blur, noise, rotation, flip, contrast, crop and generate augmented img, xml …☆13Nov 17, 2017Updated 8 years ago
- Two-stage CenterNet☆1,218Nov 20, 2022Updated 3 years ago
- various cv tools, such as label tools, data augmentation, label conversion, etc.☆430Mar 9, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆284Apr 24, 2020Updated 5 years ago
- 9th Place Solution of Kaggle Global Wheat Detection☆145Jul 28, 2021Updated 4 years ago
- Code for paper "Detection of Flying Honeybees in UAV Videos"☆126Oct 31, 2021Updated 4 years ago
- This is a Multi object tracker. Mainly it was build for tracking car movement in a junction.☆32Jun 21, 2022Updated 3 years ago
- Official PyTorch Implementation of Rank & Sort Loss for Object Detection and Instance Segmentation [ICCV2021]☆247Aug 27, 2021Updated 4 years ago
- mmdetection最小学习版☆1,100Nov 21, 2021Updated 4 years ago
- [ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.☆12Sep 12, 2021Updated 4 years ago
- Data Augmentation For Object Detection☆1,154Apr 14, 2020Updated 6 years ago
- Semi-supervised learning for object detection☆415Mar 24, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Lightweight face detectors with landmarks. Training code using pytorch and inference using pytorch/ncnn/tensorflow/tflite.☆10Jul 1, 2020Updated 5 years ago
- Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment, ACM MM 2020☆18Dec 7, 2021Updated 4 years ago
- This is a list of awesome methods about data augmentation.☆796Mar 14, 2021Updated 5 years ago
- Distilling the powerful segment anything models into lightweight ones for efficient segmentation.☆30Apr 27, 2023Updated 2 years ago
- Pytorch implementation of our paper accepted by TPAMI 2023 — Lottery Jackpots Exist in Pre-trained Models☆35Jun 19, 2023Updated 2 years ago
- 广东工业智造大赛--布匹瑕疵检测复赛代码☆187Nov 26, 2019Updated 6 years ago
- The project page of paper: Aha! Adaptive History-driven Attack for Decision-based Black-box Models [ICCV 2021]☆10Feb 23, 2022Updated 4 years ago