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lumina37/rotate-captcha-crack ★ 499 119 APPLICATION

This repository provides a library and tools for training and deploying CNN models (RotNet, RotNetR) to predict the rotation angle of images, primarily designed for cracking rotate captchas. The system includes a training pipeline with customizable dataset preprocessing (random rotations, cropping, normalization), model definitions using ResNet50 and RegNet_Y backbones, a loss function optimized for angular classification (Circular Smooth Label), and an HTTP server for inference. The codebase is well-structured as a Python package with clean separation of concerns, showcasing advanced patterns like generic pipe operators for data transformation composition and context-managed training loops. It is actively maintained and demonstrates solid software engineering practices.

RATING: 8.3/10 MAINT: active DRIFT: low
#computer-vision #rotate-captcha #deep-learning #pytorch #image-rotation #cnn #pipeline-pattern #convolutional-neural-networks
▸ 2 reusable components found
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