object detection& cv
[ECCV 2020 Workshop] VIPirios Object Detection Champion
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 meth…
Implementation of augmentation for small object detection（填鸭） https://arxiv.org/pdf/1902.07296.pdf
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
VarifocalNet: An IoU-aware Dense Object Detector
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
Copy-paste augmentation for segmentation and detection tasks
CBNet implementation based on mmdetection (AAAI 2020)
Replication of MOT project - DeepSort with attention blocks.
This is implementation of YOLOv4,YOLOv4-relu,YOLOv4-tiny,YOLOv4-tiny-3l,Scaled-YOLOv4 and INT8 Quantization in OpenVINO2021.3
Scaled-YOLOv4: Scaling Cross Stage Partial Network
reflective-clothes-detect-dataset、helemet detection yolov5、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测
2021和鲸水下光学目标检测智能算法赛项A榜0.569 B榜0.568
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
visualize training result for mmdetection 訓練文件可視化, PR curve绘制， F1-score计算
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
Deformable DETR: Deformable Transformers for End-to-End Object Detection.