Alternatives

Defocus Deblurring Dual Pixel alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Defocus Deblurring Dual Pixel

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

50
Quality
72
Trust
221
Stars
#1

VLMEvalKit

Similarity 121Trust 88Excellent 100

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

4.2K starsJun 17, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add open-compass/VLMEvalKit
#2

Remove AI Watermarks

Similarity 121Trust 86Excellent 100

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.

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$ npx skills add wiltodelta/remove-ai-watermarks
#3

AliceVision

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3D Computer Vision Framework

3.5K starsAug 12, 2026 pushrobotics-iotC++Computer Vision
$ npx skills add alicevision/AliceVision
#4

Aily Blockly

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#5

Techniques

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#6

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#7

Datasets

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$ npx skills add huggingface/datasets
#8

Ludwig

Similarity 97Trust 90Excellent 100

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12K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add ludwig-ai/ludwig
#9

Supervision

Similarity 91Trust 88Excellent 100

We write your reusable computer vision tools. 💜

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$ npx skills add roboflow/supervision
#10

Ultralytics

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Ultralytics YOLO 🚀

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#11

Onnx

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#12

Pytorch Grad Cam

Similarity 89Trust 90Excellent 100

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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$ npx skills add jacobgil/pytorch-grad-cam
#13

Autogluon

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#14

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A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

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#15

Kornia

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$ npx skills add kornia/kornia
#16

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12 Weeks, 24 Lessons, AI for All!

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$ npx skills add microsoft/AI-For-Beginners

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Defocus Deblurring Dual Pixel if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.