liu-runsen / yolov5-fastercnn
目标检测算法主要包括:两类two-stage和one-stage 一类是two-stage,two-stage检测算法将检测问题划分为两个阶段,首先产生候选区域(region proposals),然后对候选区域分类(一般还需要对位置精修),这一类的典型代表是R-CNN, Fast R-CNN, Faster R-CNN,Mask R-CNN家族。他们识别错误率低,漏识别率也较低,但速度较慢,不能满足实时检测场景。 另一类方式称为one-stage检测算法,其不需要region proposal阶段,直接产生物体的类别概率和位置坐标值,经过单次检测即可直接得到最终的检测结果,因此有着更快的检测速度,比较典型的算法如YOLOv5,SSD,RetinaNet等。 Faster…
☆9Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for yolov5-fastercnn
- Implementation of 'Attention-guided Feature Fusion for Small Object Detection'☆10Updated 10 months ago
- RGB-T Crowd Counting from Drone: A Benchmark and MMCCN Network☆31Updated 6 months ago
- ☆28Updated last week
- ☆11Updated 4 months ago
- ☆27Updated this week
- Implementation of paper - Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.☆47Updated 3 weeks ago
- ☆34Updated last year
- Official Implement of CVPR 2021 paper “Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Count…☆66Updated 3 years ago
- Official code for "Drone-based RGBT Tiny Person Detection".☆32Updated last year
- 这是各种目标检测数据集预处理相关工具脚本集合☆25Updated 6 months ago
- Some Useful Tools for Object Detection in Remote Sensing Imagery. 一些遥感图像目标检测的实用代码及工具,不断更新中...☆33Updated 4 years ago
- 粤港澳大湾区(黄埔)国际算法算例大赛-遥感图像物体目标检测☆35Updated last year
- [ACM MM 2023 Oral] Multispectral Object Detection via Cross-Modal Conflict-Aware Learning.☆31Updated 8 months ago
- ☆25Updated 2 months ago
- Calibrated and Complementary Transformer for RGB-Infrared Object Detection☆46Updated 6 months ago
- DCIC22数字中国22-海上船舶智能检测第二名方案☆34Updated 2 years ago
- [TGRS 2023] The official repo for the paper "Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation".☆32Updated 10 months ago
- object detection dataset conversion scripts☆23Updated 2 years ago
- E2E-MFD-OOD☆45Updated last month
- Spatio-channel Attention Blocks for Cross-modal Crowd Counting -- Official Pytorch Implementation (ACCV'22, Oral)☆25Updated 11 months ago
- UFS-Net: Unified Flame and Smoke detection method for early detection of fire in video-surveillance applications using CNNs☆24Updated last year
- ☆13Updated 5 months ago
- ☆24Updated 2 years ago
- Segmentation assisted U-shaped multi-scale transformer for crowd counting☆17Updated 5 months ago
- Implement of CVPR2024 'Infrared Small Target Detection with Scale and Location Sensitivity'☆41Updated 6 months ago
- LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)☆14Updated 2 years ago
- ☆18Updated 3 weeks ago
- Cosine Annealing Warm Booting LR☆26Updated 2 years ago
- E2E-MFD-HOD☆10Updated last month
- Equalized Focal Loss for Multi-Class Classification☆15Updated last year
- [AAAI 2023 Oral] Domain-General Crowd Counting in Unseen Scenarios☆29Updated 7 months ago