blur takes in the RGB values of each pixel and its surrounding 8 (3x3 grid) and averages the value out for placement. scaleLarger creates a blank image with twice the dimensions and places each pixel in 2x2 grids.About Uses the Pillow library's image module to manipulate the input image...
In object detection projects, the exported "bbox": [x,y,width,height]" values in COCO file are normalized. They are scaled to 1. Example : a bounding box at (10, 10) location, with 30 pixels width , 60 pixels height, in a 640x480 pixel image will be annotated as (0.015625. 0.02...
the GAN models, generate synthetic images, and validate their quality. In this context, we used T2-weighted prostate MRI images as training data for Single Natural Image GANs (SinGANs) to make a generative model. A deep learning semantic segmentation pipeline trained the model to segment the ...
pillow- Python image package bottle- Lightweight Python web framework shapely- Python interface to GEOS to operate on planar geometry apscheduler- Advanced Python scheduler sqlalchemy- Python SQL toolkit and object relational manager fontTools- Python library for manipulating fonts ...
pixel_group.cpp: In function ‘std::vector<std::vector<float, std::allocator<float> > > pixel_group_cpu(at::Tensor, at::Tensor, at::Tensor, at::Tensor, at::Tensor, int, float)’: ./mmcv/ops/csrc/pytorch/cpu/pixel_group.cpp:106:28: warning: comparison of integer expressions of ...