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Search results for keras augmentation

60 search results found

Sketch Code ⭐ 4,714

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Simple Railway Captcha Solver ⭐ 703

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)

Keras Fcn ⭐ 606

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Mixup Generator ⭐ 212

An implementation of "mixup: Beyond Empirical Risk Minimization"

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Cutout Random Erasing ⭐ 125

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

Time_series_augmentation ⭐ 117

An example of time series augmentation methods with Keras

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Kerasgru4rec ⭐ 107

Keras implementation of GRU4Rec session-based recommender system

More Than YOLO（v3, v4, v3-tiny, v4-tiny）

Face_landmark_dnn ⭐ 83

Face Landmark Detector based on Mobilenet V1

Tta_wrapper ⭐ 78

Test Time image Augmentation (TTA) wrapper for Keras model.

Keras Toolbox ⭐ 77

Your every day Keras toolbox.

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

Behavioral Cloning ⭐ 70

Behavioral cloning: end-to-end learning for self-driving cars.

Visualization Segmentation Process ⭐ 65

Segmentation visualization, keras, augmentation, fine tuning

Keras Mobile Detectnet ⭐ 64

Fast Object Detector for the Jetson Nano

Keras Image Data Augmentation ⭐ 60

keras ImageDataGenerator example

Generative modeling of synthetic time series data and time series augmentations

Simclr In Tensorflow 2 ⭐ 57

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Keras Augmentation Layer ⭐ 48

Keras implementation of layer which performs augmentations of images using GPU.

Keras_deeplearning_example ⭐ 46

Medical_image_segmentation ⭐ 43

Medical image segmentation ( Eye vessel segmentation)

Convnet Study ⭐ 37

Speech Music Detection ⭐ 33

Python framework for Speech and Music Detection using Keras.

Hyperspectral_image_generator ⭐ 31

Hyperspectral image generator with augmentation for Keras

Cutmiximagedatagenerator_for_keras ⭐ 28

Keras implementation of CutMix regularizer

Keras Transform ⭐ 28

Library for data augmentation

Dku Kaggle Class ⭐ 28

단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료

Keras_tutorial ⭐ 23

Keras Auto Augment ⭐ 20

Keras implementation of AutoAugment.

Learningwithpython ⭐ 17

Cat Dog Cnn Classifier ⭐ 16

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

Food101 Tensorflow ⭐ 16

🌮 Classify Food Images from the Food-101 Dataset Using Transfer Learning (ResNet50).

Tensorflow Crack Classification ⭐ 15

CNN for crack classification, intended for use in a crack inspection pipeline (see references).

Keras_tta ⭐ 15

Simple test time augmentation (TTA) for keras python library.

Ramandatagenerator ⭐ 14

Generator useful to handle Raman spectra data augmentation for deep learning models

U Net 2d Em Segmentation ⭐ 12

using keras, about ISBI Challenge: Segmentation of neuronal structures in EM stacks

Tinymind Competition ⭐ 11

A competition, for more details please refer to 'https://www.tinymind.cn/competitions/41'

Ship Image Classification Challenge ⭐ 10

Solution for Analytic's Vidhya Game of Deep Learning Shiip Image Classification Challenge

Behavioral Cloning ⭐ 9

Deep Learning to Clone Driving Behavior

Fetal Mri Segmentation ⭐ 9

Total Body and Brain 3D Segmentation in Fetal MRI scans

Multimodal Fully Convolutional Neural networks for Semantic Segmentation.

The Nature Conservancy Fisheries Monitoring Challenge ⭐ 8

Resnet50_inappropriate_content_detect ⭐ 6

Fine tune resnet50 model on Keras to detect images content such as: adult, violence, cartoon, disgusting.

Cigarette_buts_detection ⭐ 6

Detection of Cigarette buts on the streets using U-net segmentation.

Image Augmentation In Action ⭐ 6

image augmentation in action for machine learning. (tensorflow, pytorch, mxnet, keras, albumentations, imgaug, Augmentor, mahotas, pilimage, scipy, skimage, ...)

Densenetkeras ⭐ 6

A Keras implemention of DenseNet, will be further be modified to classify medical images.

Huaweicloud_garbage_classify_competiton ⭐ 6

Training_a_cnn_with_little_data ⭐ 6

Design and train a CNN with few training examples using data augmentation and pseudo labeling with keras.

Deep Learning Resources ⭐ 5

Curated list of DL Resources [Updated 2019]

Imagedenoisingautoencdoer ⭐ 5

Denoising images with a Deep Convolutional Autoencoder - Implemented in Keras

Keras Openslidegenerator ⭐ 5

Keras ImageDataGenerator class for OpenSlide images (e.g., .svs pathological slides) with polygonal annotations.

Ecg_classification_resnet ⭐ 5

Supplemental Information and Code for ECG Classification with ResNet

Keras Aug ⭐ 5

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

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