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

Results 47 sahi issues
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how to deploy with sahi?

SAHI and solo_v2 from mmdetection is not working, objects are not detecting: WARNING - sahi.model - ignoring invalid prediction with bbox: [0. 0. 0. 0.] ``` detection_model = MmdetDetectionModel( model_path=model_path,...

Firstly, thanks for creating this repo as I was also trying to mimic video buffer just to achieve the per slice detection of static image. It was somehow a success...

enhancement
help wanted

Hi, I'm working on a ML segmentation project with high resolution images. I sliced the images into small patches of 256x256 Pixels and the COCO format Json file respectively (containing...

Hi, do you have docker image for easy test and fast cold start ?

enhancement
help wanted

I guess when two objects are occluded (1 small object, 1 large object), nmm will merge those to objects into one bounding box. (In case where the smaller object lies...

Redid the previous pull request. Conducted testing.

Hello again! This time I faced problem that seem very similar to the one from my previous PR #961 ![image](https://github.com/obss/sahi/assets/27900857/75070cfe-883f-4ced-8eba-f29345324a8e) The neighboring points placed here in such order that gives...

enhancement

by add: 1. https://github.com/wangzhaoyang-508/sahi4detrex/blob/main/demo/inference_for_detrex.ipynb 2. https://github.com/wangzhaoyang-508/sahi4detrex/blob/main/sahi/models/detrex.py 3. detrex/detrex/demo modified: 1. https://github.com/wangzhaoyang-508/sahi4detrex/blob/main/sahi/auto_model.py

I have added [OpenVino](https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/overview.html) for Yolov8 object detection. It will optimise the CPU usage. OpenVino allows to run model in intel CPU with less CPU consumption. This will create great...