obss/sahi

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

Pythonpythonmachine-learningcomputer-visiondeep-learningsatellitetilingmergepytorchremote-sensingcocoobject-detectioninstance-segmentationexplainable-ailarge-imagehuggingfacemmdetectionsmall-object-detectiondetectron2yolov5fiftyone
This is stars and forks stats for /obss/sahi repository. As of 27 Apr, 2024 this repository has 3084 stars and 468 forks.

SAHI: Slicing Aided Hyper Inference A lightweight vision library for performing large scale object detection & instance segmentation ​ Overview Object detection and instance segmentation are by far the most important fields of applications in Computer Vision. However, detection of small objects and inference on large images are still major issues in practical usage. Here comes the SAHI to help developers overcome these real-world problems...
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