https://github.com/obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
https://github.com/obss/sahi

coco computer-vision deep-learning detectron2 explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection python pytorch remote-sensing satellite small-object-detection tiling yolov5

Last synced: about 2 months ago
JSON representation

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

• Host: GitHub
• URL: https://github.com/obss/sahi
• Owner: obss
• License: mit
• Created: 2021-01-30T12:54:53.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-05-01T11:35:48.000Z (5 months ago)
• Last Synced: 2024-05-02T02:57:37.164Z (5 months ago)
• Topics: coco, computer-vision, deep-learning, detectron2, explainable-ai, fiftyone, huggingface, instance-segmentation, large-image, machine-learning, merge, mmdetection, object-detection, python, pytorch, remote-sensing, satellite, small-object-detection, tiling, yolov5
• Language: Python
• Homepage: https://ieeexplore.ieee.org/document/9897990
• Size: 56.2 MB
• Stars: 3,585
• Watchers: 37
• Forks: 535
• Open Issues: 15
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff

Awesome Lists containing this project

• awesome-yolo-object-detection - SAHI - tuning for Small Object Detection". (**[arXiv 2022](https://arxiv.org/abs/2202.06934v2), [Zenodo 2021](https://doi.org/10.5281/zenodo.5718950)**). A lightweight vision library for performing large scale object detection/ instance segmentation. SAHI currently supports [YOLOv5 models](https://github.com/ultralytics/yolov5/releases), [MMDetection models](https://github.com/open-mmlab/mmdetection/blob/master/docs/en/model_zoo.md), [Detectron2 models](https://github.com/facebookresearch/detectron2/blob/main/MODEL_ZOO.md), [HuggingFace models](https://huggingface.co/models?pipeline_tag=object-detection&sort=downloads) and [TorchVision models](https://pytorch.org/docs/stable/torchvision/models.html). (Applications)
• awesome-cv - SAHI
• awesome-list - SAHI - Platform agnostic sliced/tiled inference + interactive ui + error analysis plots for object detection and instance segmentation. (Computer Vision / Classification & Detection & Tracking)