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hardsoft2023's Projects

cnn_captcha icon cnn_captcha

本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。use cnn recognize captcha by tensorflow

corner icon corner

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

ctpn icon ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

ctw-baseline icon ctw-baseline

Baseline methods for [CTW dataset](https://ctwdataset.github.io/)

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deepspeech icon deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

derpn icon derpn

A novel region proposal network for more general object detection ( including scene text detection ).

dlinterview icon dlinterview

Deep Learning Interview 深度学习面试题目汇总

fasttext icon fasttext

Library for fast text representation and classification.

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