Convolutional Neural Networks

[Web]Lua

A deep learning tool for upscaling and denoising anime-style images and photos using convolutional neural networks.

Brain.jsTypeScript

GPU-accelerated neural network library for JavaScript, running in browsers and Node.js.

Google deepdream - Neural Network art

Google's IPython Notebook demonstrating neural network art generation using the DeepDream technique.

wav2letterC++

A high-performance automatic speech recognition toolkit from Facebook AI Research, built with fully convolutional neural networks.

Wav2Letter++C++

Facebook AI Research's automatic speech recognition toolkit for end-to-end ASR with modern neural architectures.

YOLO TensorFlow ++Python

A TensorFlow implementation of YOLO for real-time object detection, supporting weight conversion, training, and mobile deployment.

Sentence Classification with CNNPython

A TensorFlow implementation of a convolutional neural network for sentence classification based on Yoon Kim's paper.

NeuralTalkJupyter Notebook

Efficient image captioning code in Torch, using a CNN-RNN model to generate captions for images, optimized for GPU training.

yolactPython

A fully convolutional neural network for real-time instance segmentation, achieving high speed and accuracy on COCO.

TensorFlow BookJupyter Notebook

Official code repository for the 'Machine Learning with TensorFlow' book with practical examples.

DeepLearnToolboxMATLAB

A MATLAB/Octave toolbox for deep learning with implementations of neural networks, deep belief nets, autoencoders, and convolutional networks.

Tensorflow-Project-TemplatePython

A TensorFlow project template with a well-designed folder structure and OOP design to accelerate deep learning development.

Neural StylePython

A TensorFlow implementation of neural style transfer for images and videos, blending content and artistic styles using convolutional neural networks.

cnn_captchaPython

A TensorFlow-based CNN solution for recognizing character-based CAPTCHAs, providing training, validation, and API modules.

captcha_breakJupyter Notebook

A deep learning project using Keras to build convolutional and recurrent neural networks for high-accuracy captcha recognition.

Benchmark TensorFlow GitHubPython

A benchmarking suite comparing the performance of public convolutional neural network implementations across multiple deep learning frameworks.

Sungjoon's TensorFlow-101Jupyter Notebook

A collection of beginner-friendly TensorFlow tutorials using Jupyter Notebook, covering deep learning fundamentals and practical applications.

R-CNN: Regions with Convolutional Neural Network FeaturesMATLAB

A pioneering object detection system that combines region proposals with convolutional neural network features, significantly advancing detection accuracy.

[Web]C++

A deep learning-based edge detection algorithm using holistically-nested fully convolutional neural networks.

WebPython

A computer vision library for human-computer interaction, focusing on head pose estimation, gaze direction, skin detection, motion tracking, and saliency mapping using CNNs.

BenderSwift

An abstraction layer over MetalPerformanceShaders for crafting and running fast neural networks on iOS using TensorFlow models.

Big Transfer (BiT)Python

Official repository for Big Transfer (BiT) models, providing pre-trained visual representations for efficient transfer learning across computer vision tasks.