René's URL Explorer Experiment

Title: GitHub - obss/sahi: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Open Graph Title: GitHub - obss/sahi: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

X Title: GitHub - obss/sahi: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Description: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots - obss/sahi

Open Graph Description: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots - obss/sahi

X Description: Framework agnostic sliced/tiled inference + interactive ui + error analysis plots - obss/sahi

Opengraph URL: https://github.com/obss/sahi

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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README	https://patch-diff.githubusercontent.com/obss/sahi
Contributing	https://patch-diff.githubusercontent.com/obss/sahi
License	https://patch-diff.githubusercontent.com/obss/sahi
Security	https://patch-diff.githubusercontent.com/obss/sahi
	https://patch-diff.githubusercontent.com/obss/sahi#--sahi-slicing-aided-hyper-inference
	https://patch-diff.githubusercontent.com/obss/sahi#--a-lightweight-vision-library-for-performing-large-scale-object-detection--instance-segmentation
	https://raw.githubusercontent.com/obss/sahi/main/resources/sahi-sliced-inference-overview.avif
	https://patch-diff.githubusercontent.com/obss/sahi#----
	https://pepy.tech/project/sahi
	https://pepy.tech/project/sahi
	https://github.com/obss/sahi/blob/main/LICENSE.md
	https://badge.fury.io/py/sahi
	https://anaconda.org/conda-forge/sahi
	https://github.com/obss/sahi/actions/workflows/ci.yml
	https://context7.com/obss/sahi
	https://context7.com/obss/sahi/llms.txt
	https://ieeexplore.ieee.org/document/9897990
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_ultralytics.ipynb
	https://huggingface.co/spaces/fcakyon/sahi-yolox
	https://deepwiki.com/obss/sahi
	https://squidfunk.github.io/mkdocs-material/
	https://patch-diff.githubusercontent.com/obss/sahi#overview
predict	https://github.com/obss/sahi/blob/main/docs/cli.md#predict-command-usage
ultralytics	https://github.com/ultralytics/ultralytics
mmdet	https://github.com/open-mmlab/mmdetection
huggingface	https://huggingface.co/models?pipeline_tag=object-detection&sort=downloads
torchvision	https://pytorch.org/vision/stable/models.html#object-detection
CLI guide	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/cli.md#predict-command-usage
predict-fiftyone	https://github.com/obss/sahi/blob/main/docs/cli.md#predict-fiftyone-command-usage
fiftyone app	https://github.com/voxel51/fiftyone
learn more	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/fiftyone.md
coco slice	https://github.com/obss/sahi/blob/main/docs/cli.md#coco-slice-command-usage
slicing utilities	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/slicing.md
coco fiftyone	https://github.com/obss/sahi/blob/main/docs/cli.md#coco-fiftyone-command-usage
fiftyone ui	https://github.com/voxel51/fiftyone
coco evaluate	https://github.com/obss/sahi/blob/main/docs/cli.md#coco-evaluate-command-usage
COCO utilities	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/coco.md
coco analyse	https://github.com/obss/sahi/blob/main/docs/cli.md#coco-analyse-command-usage
complete guide	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/README.md
coco yolo	https://github.com/obss/sahi/blob/main/docs/cli.md#coco-yolo-command-usage
ultralytics	https://github.com/ultralytics/ultralytics
	https://patch-diff.githubusercontent.com/obss/sahi#approved-by-the-community
📜 List of publications that cite SAHI (currently 600+)	https://scholar.google.com/scholar?hl=en&as_sdt=2005&sciodt=0,5&cites=14065474760484865747&scipsc=&q=&scisbd=1
🏆 List of competition winners that used SAHI	https://github.com/obss/sahi/discussions/688
	https://patch-diff.githubusercontent.com/obss/sahi#approved-by-ai-tools
indexed in Context7 MCP	https://context7.com/obss/sahi
llms.txt	https://context7.com/obss/sahi/llms.txt
Context7 MCP installation guide	https://github.com/upstash/context7#%EF%B8%8F-installation
	https://patch-diff.githubusercontent.com/obss/sahi#installation
	https://patch-diff.githubusercontent.com/obss/sahi#basic-installation
	https://patch-diff.githubusercontent.com/obss/sahi#quick-start
	https://patch-diff.githubusercontent.com/obss/sahi#tutorials
Introduction to SAHI	https://medium.com/codable/sahi-a-vision-library-for-performing-sliced-inference-on-large-images-small-objects-c8b086af3b80
complete documentation	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/README.md
Official paper	https://ieeexplore.ieee.org/document/9897990
Pretrained weights and ICIP 2022 paper files	https://github.com/fcakyon/small-object-detection-benchmark
2025 Video Tutorial	https://www.youtube.com/watch?v=ILqMBah5ZvI
Visualizing and Evaluating SAHI predictions with FiftyOne	https://voxel51.com/blog/how-to-detect-small-objects/
'Exploring SAHI' Research Article from 'learnopencv.com'	https://learnopencv.com/slicing-aided-hyper-inference/
Slicing Aided Hyper Inference Explained by Encord	https://encord.com/blog/slicing-aided-hyper-inference-explained/
'VIDEO TUTORIAL: Slicing Aided Hyper Inference for Small Object Detection - SAHI'	https://www.youtube.com/watch?v=UuOJKxn-M8&t=270s
Video inference support is live	https://github.com/obss/sahi/discussions/626
Kaggle notebook	https://www.kaggle.com/remekkinas/sahi-slicing-aided-hyper-inference-yv5-and-yx
Satellite object detection	https://blog.ml6.eu/how-to-detect-small-objects-in-very-large-images-70234bab0f98
Error analysis plots & evaluation	https://github.com/obss/sahi/discussions/622
Interactive result visualization and inspection	https://github.com/obss/sahi/discussions/624
COCO dataset conversion	https://medium.com/codable/convert-any-dataset-to-coco-object-detection-format-with-sahi-95349e1fe2b7
Slicing operation notebook	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/demo/slicing.ipynb
	https://huggingface.co/spaces/fcakyon/sahi-yolox
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_ultralytics.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_ultralytics.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_ultralytics.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_roboflow.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_huggingface.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_rtdetr.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_huggingface.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_yolov5.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_mmdetection.ipynb
	https://colab.research.google.com/github/obss/sahi/blob/main/demo/inference_for_torchvision.ipynb
	https://huggingface.co/spaces/fcakyon/sahi-yolox
	https://patch-diff.githubusercontent.com/obss/sahi#framework-agnostic-slicedstandard-prediction
	https://user-images.githubusercontent.com/34196005/149310540-e32f504c-6c9e-4691-8afd-59f3a1a457f0.gif
CLI documentation	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/cli.md#predict-command-usage
prediction API	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/predict.md
video inference tutorial	https://github.com/obss/sahi/discussions/626
	https://patch-diff.githubusercontent.com/obss/sahi#error-analysis-plots--evaluation
	https://user-images.githubusercontent.com/34196005/149537858-22b2e274-04e8-4e10-8139-6bdcea32feab.gif
Error Analysis Plots & Evaluation	https://github.com/obss/sahi/discussions/622
	https://patch-diff.githubusercontent.com/obss/sahi#interactive-visualization--inspection
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FiftyOne integration	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/fiftyone.md
	https://patch-diff.githubusercontent.com/obss/sahi#other-utilities
comprehensive COCO utilities guide	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/coco.md
slicing utilities	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/docs/slicing.md
	https://patch-diff.githubusercontent.com/obss/sahi#citation
	https://patch-diff.githubusercontent.com/obss/sahi#contributing
Contributing Guide	https://patch-diff.githubusercontent.com/obss/sahi/blob/main/CONTRIBUTING.md
	https://github.com/obss/sahi/graphs/contributors
obss.github.io/sahi/	https://obss.github.io/sahi/
python	https://patch-diff.githubusercontent.com/topics/python
machine-learning	https://patch-diff.githubusercontent.com/topics/machine-learning
computer-vision	https://patch-diff.githubusercontent.com/topics/computer-vision
deep-learning	https://patch-diff.githubusercontent.com/topics/deep-learning
satellite	https://patch-diff.githubusercontent.com/topics/satellite
tiling	https://patch-diff.githubusercontent.com/topics/tiling
pytorch	https://patch-diff.githubusercontent.com/topics/pytorch
remote-sensing	https://patch-diff.githubusercontent.com/topics/remote-sensing
coco	https://patch-diff.githubusercontent.com/topics/coco
object-detection	https://patch-diff.githubusercontent.com/topics/object-detection
hacktoberfest	https://patch-diff.githubusercontent.com/topics/hacktoberfest
instance-segmentation	https://patch-diff.githubusercontent.com/topics/instance-segmentation
explainable-ai	https://patch-diff.githubusercontent.com/topics/explainable-ai
large-image	https://patch-diff.githubusercontent.com/topics/large-image
oriented-object-detection	https://patch-diff.githubusercontent.com/topics/oriented-object-detection
huggingface	https://patch-diff.githubusercontent.com/topics/huggingface
mmdetection	https://patch-diff.githubusercontent.com/topics/mmdetection
small-object-detection	https://patch-diff.githubusercontent.com/topics/small-object-detection
fiftyone	https://patch-diff.githubusercontent.com/topics/fiftyone
yolo11	https://patch-diff.githubusercontent.com/topics/yolo11
Readme	https://patch-diff.githubusercontent.com/obss/sahi#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/obss/sahi#MIT-1-ov-file
Contributing	https://patch-diff.githubusercontent.com/obss/sahi#contributing-ov-file
Security policy	https://patch-diff.githubusercontent.com/obss/sahi#security-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/obss/sahi
Activity	https://patch-diff.githubusercontent.com/obss/sahi/activity
Custom properties	https://patch-diff.githubusercontent.com/obss/sahi/custom-properties
5.1k stars	https://patch-diff.githubusercontent.com/obss/sahi/stargazers
48 watching	https://patch-diff.githubusercontent.com/obss/sahi/watchers
729 forks	https://patch-diff.githubusercontent.com/obss/sahi/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fobss%2Fsahi&report=obss+%28user%29
Releases 108	https://patch-diff.githubusercontent.com/obss/sahi/releases
v0.11.36 Hot fix Release Latest Sep 28, 2025	https://patch-diff.githubusercontent.com/obss/sahi/releases/tag/0.11.36
+ 107 releases	https://patch-diff.githubusercontent.com/obss/sahi/releases
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Contributors 71	https://patch-diff.githubusercontent.com/obss/sahi/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/obss/sahi
+ 57 contributors	https://patch-diff.githubusercontent.com/obss/sahi/graphs/contributors
Python 99.4%	https://patch-diff.githubusercontent.com/obss/sahi/search?l=python
Shell 0.6%	https://patch-diff.githubusercontent.com/obss/sahi/search?l=shell
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Community	https://github.community/
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