Experimental project based on PyTorch + ResNet18 Model.
Accuracy ~99% for 2-number simple captcha in ~6s for i7-7700hq. Use Cagen tool to generate dataset.
GPLv3
Copyright © 2020 simonsmh
- Tutorial: DEEP LEARNING WITH PYTORCH: A 60 MINUTE BLITZ
- Login: airstone/daka
- Dataset Generation: akiraly/cage
- Torch Warmup: ildoonet/pytorch-gradual-warmup-lr
- Project Base & CNN Model: dee1024/pytorch-captcha-recognition
- ResNet Model: braveryCHR/CNN_captcha
- Extra Reference: pprp's cnblogs