kaggle-cifar10-torch7

CIFAR10 model

A deep neural network architecture optimized for image classification on the CIFAR-10 dataset

Code for Kaggle-CIFAR10 competition. 5th place.

GitHub

246 stars
22 watching
80 forks
Language: Lua
last commit: over 10 years ago
Linked from 1 awesome list

kaggle

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
zygmuntz/kaggle-cifarCode for training and predicting on the CIFAR-10 image classification dataset using CUDA-convnet architecture.44
jhkim89/pyramidnetA Torch implementation of a novel neural network architecture designed to improve the generalization ability of deep image classification models.129
jwyang/jule.torchImplementations of joint unsupervised learning algorithm for deep representations and image clusters using Torch289
rosejn/torch-datasetsA collection of pre-processed machine learning datasets for use with the Torch7 deep learning framework.37
karandwivedi42/imagenet-multigpu.torchnetA Lua-based implementation of a multi-GPU training framework for image classification using the Alexnet model.4
torch/cutorchProvides a CUDA backend for the PyTorch deep learning framework337
mahyarnajibi/fast-rcnn-torchA Torch implementation of the Fast R-CNN object detection algorithm134
guillaume-chevalier/hyperopt-keras-cnn-cifar-100Automates hyperparameter optimization and neural network architecture search using Hyperopt on a CNN model for the CIFAR-100 dataset106
erogol/seg-torchCustom image segmentation implementation using deep learning with Lua and Torch37
macournoyer/neuralconvoAn implementation of a conversational model using sequence-to-sequence learning and LSTM layers in Torch777
cvondrick/torch-starterA basic package for training neural networks in Torch7, providing a simplified starting point for developers.56
andreaskoepf/faster-rcnn.torchAn experimental implementation of a real-time object detection system using a neural network with region proposal generation.122
davidcpage/cifar10-fastDemonstrates training a small ResNet on CIFAR10 with a specific configuration and benchmarking setup536
torch/demosTorch7 tutorials and demos providing hands-on experience with the deep learning framework.355
kaishengtai/torch-ntmAn implementation of a Neural Turing Machine model using Torch279