ZhenglinZhou / Data_Augmentation_Zoo_for_Object_DetectionLinks
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.
☆251Updated 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
Sorting:
- Simple implementation of augmentation for small object detection☆219Updated 4 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…☆198Updated 4 years ago
- A pure torch implement of FCOS 37.2AP☆168Updated 4 years ago
- [NeurIPS 2021] Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression☆154Updated 3 years ago
- TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral☆328Updated last month
- This is a GUI for easily visualizing detection results .☆226Updated 4 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆381Updated 7 months ago
- Unofficial implementation of Copy-Paste method:Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation☆133Updated 4 years ago
- List of the Papers Addressing Vision-based Small Object Detection☆297Updated 4 years ago
- An unofficial implementation of Pytorch version PP-YOLOE,based on Megvii YOLOX training code.☆188Updated 2 years ago
- SWA Object Detection☆246Updated 4 years ago
- VarifocalNet: An IoU-aware Dense Object Detector☆353Updated 4 years ago
- From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)☆174Updated last year
- [CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection☆462Updated last year
- ☆92Updated 4 years ago
- ☆209Updated 2 years ago
- You Only Look One-level Feature (YOLOF), CVPR2021, Detectron2☆271Updated 4 years ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆47Updated 3 years ago
- source code of AugFPN☆176Updated 4 years ago
- my_custom_mmdetection☆58Updated 4 years ago
- piou loss and Retail50K dataset☆194Updated 4 years ago
- Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection☆112Updated 2 years ago
- This is a knowledge distillation toolbox based on mmdetection.☆74Updated 3 years ago
- detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测☆400Updated 4 years ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆334Updated last year
- A Dual Weighting Label Assignment Scheme for Object Detection☆135Updated 2 years ago
- This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object de…☆119Updated last year
- [TIP 2022] CBNetV2: A Composite Backbone Network Architecture for Object Detection☆386Updated 7 months ago
- [AAAI 2021] Official implementation of "Dynamic Anchor Learning for Arbitrary-Oriented Object Detection".☆229Updated 2 years ago
- Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021☆481Updated 3 years ago