cnn-keras

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

python keras captcha-solving captcha-breaking cnn-keras captcha-solver captcha-generator

UpdatedNov 18, 2022
Python

experiencor /self-driving-toy-car

Star519

A self driving toy car using end-to-end learning

raspberry-pi machine-learning deep-learning servo self-driving-car convolutional-networks cnn-keras

UpdatedJul 28, 2017
Jupyter Notebook

SenticNet /personality-detection

Star493

Implementation of a hierarchical CNN based model to detect Big Five personality traits

machine-learning theano sentiment-analysis cnn lstm personality-insights convolutional-neural-networks opinion-mining cnn-keras lstm-neural-networks personality-profiling personality-traits

UpdatedJan 26, 2020
Python

Tixierae /deep_learning_NLP

Star440

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

UpdatedJul 25, 2024
Jupyter Notebook

shreyans29 /thesemicolon

Star392

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

data-science machine-learning tutorial deep-learning sentiment-analysis neural-network numpy scikit-learn keras semicolon lstm rnn matplotlib convolutional-neural-networks perceptron gradient-descent cnn-keras scikit pandas-tutorial count-vectorizer

UpdatedSep 16, 2020
Jupyter Notebook

cgnorthcutt /benchmarking-keras-pytorch

Star367

🔥 Reproducibly benchmarking Keras and PyTorch models

benchmarking deep-learning keras cnn pytorch imagenet keras-tutorials cnn-keras pytorch-tutorial cnn-classification

UpdatedJan 28, 2021
Python

scopeInfinity /Video2Description

Star343

Video to Text: Natural language description generator for some given video. [Video Captioning]

deep-neural-networks video-processing image-captioning cnn-keras audio-processing lstm-neural-networks video-captioning video-to-text

UpdatedMay 3, 2022
Python

dabasajay /Image-Caption-Generator

Star302

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

deep-learning recurrent-neural-networks lstm attention image-captioning beam-search convolutional-neural-networks vgg16 inceptionv3 attention-mechanism cnn-keras captioning-images bleu-score flickr-dataset inception-v3 bleu attention-model image-caption caption-generation flickr-8k

UpdatedOct 1, 2020
Python

skyduy /CNN_keras

Star292

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

machine-learning captcha cnn-keras multilabel-classification pytorch-cnn

UpdatedNov 18, 2019
Python

alexisbcook /ResNetCAM-keras

Star280

Keras implementation of a ResNet-CAM model

localization keras localisation cnn classification image-classification resnet image-analysis keras-models keras-classification-models keras-neural-networks cnn-keras cnn-model keras-visualization keras-tensorflow resnet-50 cnns

UpdatedFeb 1, 2018
Python

BShakhovsky /PolyphonicPianoTranscription

Star248

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

keras convolutional-neural-network cnn-keras keras-tensorflow recurrent-neural-network tensorflow-magenta cqt-spectrogram constant-q-transform piano-transcription mel-spectrogram audio-to-midi constant-q rnn-keras

UpdatedOct 19, 2021
Jupyter Notebook

codebasics /potato-disease-classification

Star243

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

deep-learning tensorflow keras python3 convolutional-neural-networks cnn-keras keras-tensorflow tensorflow-serving cnn-classification tensorflow2

UpdatedNov 13, 2021
Jupyter Notebook

experiencor /image-to-3d-bbox

Star240

Build a CNN network to predict 3D bounding box of car from 2D image.

deep-learning regression self-driving-car convolutional-neural-networks cnn-keras bounding-boxes kitti-dataset

UpdatedJul 9, 2019
Jupyter Notebook

DebeshJha /2020-CBMS-DoubleU-Net

Star240

Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

deep-learning medical-imaging convolutional-neural-networks image-segmentation unet semantic-segmentation cnn-keras u-net tensoflow unet-image-segmentation pytorch-implementation segmentation-models doubleunet doubleu-net

UpdatedOct 17, 2023
Python

hlwgy /cnn_auto_correct

Star203

CNN基础识别-想为女儿批作业

cnn-keras keras-tensorflow

UpdatedOct 7, 2021
Python

Issam28 /Brain-tumor-segmentation

Star198

A deep learning based approach for brain tumor MRI segmentation.

computer-vision deep-learning tensorflow convolutional-networks mri-images cnn-keras u-net brain-tumor-segmentation

UpdatedJun 30, 2019
Python

chxj1992 /captcha_cracker

Star197

卷积神经网络实现的验证码识别

neural-network tensorflow cnn-keras

UpdatedDec 7, 2022
Python

sujiongming /UCF-101_video_classification

Star195

Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)

cnn-keras video-classification

UpdatedOct 9, 2020
Python

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