dronefreak / VisDrone-dataset-python-toolkitLinks
Modern PyTorch toolkit for the VisDrone aerial object detection dataset with production-ready training pipelines, real-time inference, and format converters. Features state-of-the-art models (Faster R-CNN, FCOS, RetinaNet), mixed precision training, rich progress tracking, and optimizations for small object detection in drone imagery.
☆56Updated this week
Alternatives and similar repositories for VisDrone-dataset-python-toolkit
Users that are interested in VisDrone-dataset-python-toolkit are comparing it to the libraries listed below
Sorting:
- Code for paper "Detection of Flying Honeybees in UAV Videos"☆125Updated 4 years ago
- You can find the latest data,algorithms, paper in the area of drone based computer vision.☆206Updated 2 years ago
- Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network☆204Updated last year
- icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors☆189Updated last year
- ☆57Updated 4 years ago
- Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)☆106Updated 3 years ago
- ☆56Updated 3 years ago
- Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.☆114Updated 3 years ago
- ☆128Updated 5 years ago
- Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.☆46Updated 2 years ago
- A benchmark of UAV-ROD dataset.☆53Updated 4 years ago
- A-Deep-Learning-Approach-to-Drone-Monitoring☆38Updated 5 years ago
- aerial images dataset on transmission towers and power lines☆173Updated 3 years ago
- vedai dataset for darknet☆40Updated 5 years ago
- FairMOT for Multi-Class MOT using YOLOX as Detector☆59Updated 3 years ago
- This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object de…☆118Updated 2 years ago
- Repository for the paper SpotNet: Self-Attention Multi-Task Network for Object Detection☆52Updated 4 years ago
- A curated list of papers for object detection in aerial scenes and related application resources☆132Updated 5 years ago
- ☆151Updated 7 months ago
- Deformable Convolutional Networks v2 with Pytorch☆35Updated 5 years ago
- ☆157Updated 2 years ago
- ☆31Updated 4 years ago
- Simple implement of CenterNet on VisDrone dataset.☆24Updated 4 years ago
- A benchmark of UCAS-AOD dataset.☆102Updated 2 years ago
- Convert VOC format XMLs to COCO format json☆298Updated 3 years ago
- Arbitrary-oriented object detection based on yolov3.☆134Updated 5 years ago
- Vision Benchmark for Maritime Search and Rescue☆101Updated 2 years ago
- [WACV 2021] Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection.☆54Updated 4 years ago
- Faster RCNN trained for detecting objects from drone views.☆46Updated 6 years ago
- A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection☆228Updated 4 months ago