Real-Time Classification of Microplastic Particles Using an Efficient Encoder for Holographic Images
Abstract: Microplastic (MP) pollution in marine environments poses a significant ecological threat, impacting biodiversity and human health through bioaccumulation and ecosystem disruption.
A fast, open-source Base64 Image Converter. Easily encode images to Base64 strings or decode Base64 back into image files. Supports PNG, JPG, WebP, and SVG.
Abstract: Traditional image matting requires manual trimap input, making it complex. Automatic image matting, however, extracts an alpha mask from natural images without needing trimaps or other ...
RGB (N,3,H,W) └─ ConvNeXt V2 Base (89M, frozen stages 1-2) → Z_global (N, 1024, H/32, W/32) → F_img skips [(N,128,H/4), (N,256,H/8), (N,512,H/16), (N,1024,H ...
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