ZhenglinZhou / Data_Augmentation_Zoo_for_Object_Detection
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.
☆245Updated 4 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
- Simple implementation of augmentation for small object detection☆220Updated 4 years ago
- List of the Papers Addressing Vision-based Small Object Detection☆291Updated 4 years ago
- [NeurIPS 2021] Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression☆154Updated 3 years ago
- A pure torch implement of FCOS 37.2AP☆167Updated 3 years ago
- This is a GUI for easily visualizing detection results .☆222Updated 3 years ago
- An unofficial implementation of Pytorch version PP-YOLOE,based on Megvii YOLOX training code.☆182Updated 2 years ago
- SWA Object Detection☆246Updated 3 years ago
- [AAAI 2021] Official implementation of "Dynamic Anchor Learning for Arbitrary-Oriented Object Detection".☆227Updated 2 years ago
- From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)☆172Updated last year
- detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测☆400Updated 3 years ago
- The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、C…☆196Updated 3 years ago
- piou loss and Retail50K dataset☆193Updated 4 years ago
- TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral☆323Updated 4 months ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆333Updated last year
- Point based and tiny object detection and localization code set of UCAS-VG☆663Updated 4 months ago
- ☆207Updated 2 years ago
- [CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection☆451Updated 11 months ago
- my_custom_mmdetection☆59Updated 4 years ago
- Unofficial implementation of Copy-Paste method:Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation☆132Updated 4 years ago
- Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection☆113Updated 2 years ago
- R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object☆181Updated 2 years ago
- ☆123Updated 4 years ago
- VarifocalNet: An IoU-aware Dense Object Detector☆352Updated 3 years ago
- A Dual Weighting Label Assignment Scheme for Object Detection☆136Updated 2 years ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆47Updated 3 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆371Updated 4 months ago
- [TIP 2022] CBNetV2: A Composite Backbone Network Architecture for Object Detection☆382Updated 4 months ago
- Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021☆480Updated 3 years ago
- ☆92Updated 4 years ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆244Updated last year