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Deep learning

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

Here are 147 public repositories matching this topic...

cmusatyalab / openface

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Face recognition with deep neural networks.

deep-learning face-recognition facenet

Updated Jul 26, 2020
Lua

junyanz / CycleGAN

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Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-vision deep-learning computer-graphics torch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan

Updated Aug 3, 2020
Lua

phillipi / pix2pix

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Image-to-image translation with conditional adversarial nets

computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan image-manipulation image-generation pix2pix image-to-image-translation

Updated Aug 5, 2020
Lua

liuzhuang13 / DenseNet

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

Updated Feb 11, 2020
Lua

OpenNMT / OpenNMT

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Open Source Neural Machine Translation in Torch (deprecated)

lua deep-learning machine-translation torch neural-machine-translation opennmt

Updated Feb 19, 2020
Lua

leehomyc / Faster-High-Res-Neural-Inpainting

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High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

machine-learning deep-learning deep-learning-papers

Updated May 29, 2018
Lua

xunhuang1995 / AdaIN-style

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Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

deep-learning style-transfer generative-model generative-art neural-style

Updated Oct 30, 2017
Lua

ramprs / grad-cam

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[ICCV 2017] Torch code for Grad-CAM

deep-learning heatmap grad-cam convolutional-neural-networks interpretability iccv17 visual-explanation

Updated Mar 3, 2017
Lua

cardwing / Codes-for-Lane-Detection

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Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

lua deep-learning tensorflow cnn pytorch lane-detection

Updated Feb 3, 2020
Lua

macournoyer / neuralconvo

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Neural conversational model in Torch

machine-learning deep-learning torch seq2seq neural-conversation-models

Updated May 31, 2019
Lua

pathak22 / context-encoder

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[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

machine-learning computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan unsupervised-learning image-inpainting context-encoders

Updated Jul 19, 2020
Lua

cvondrick / videogan

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Generating Videos with Scene Dynamics. NIPS 2016.

video computer-vision deep-learning generative-adversarial-network

Updated May 3, 2018
Lua

rameshvarun / NeuralKart

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A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER

machine-learning deep-learning tensorflow keras convolutional-neural-networks cs231n bizhawk mario-kart

Updated Mar 26, 2018
Lua

aleju / mario-ai

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Playing Mario with Deep Reinforcement Learning

agent mario machine-learning deep-learning deep-reinforcement-learning torch reward

Updated May 26, 2016
Lua

bobbens / sketch_simplification

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Models and code related to sketch simplification of rough sketches.

deep-learning sketch torch pytorch convolutional-neural-networks siggraph

Updated Jul 4, 2019
Lua

abhshkdz / neural-vqa

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❔ Visual Question Answering in Torch

natural-language-processing computer-vision deep-learning torch

Updated May 3, 2016
Lua

gaohuang / MSDNet

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Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

computer-vision deep-learning imagenet cifar

Updated Apr 3, 2019
Lua

cvondrick / soundnet

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SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

computer-vision deep-learning sound

Updated Oct 7, 2017
Lua

Kaixhin / Autoencoders

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Torch implementations of various types of autoencoders

deep-learning autoencoder

Updated Aug 28, 2017
Lua

liuzhuang13 / slimming

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Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

deep-learning convolutional-neural-networks efficient-inference

Updated Jul 14, 2019
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garythung / trashnet

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Dataset of images of trash; Torch-based CNN for garbage image classification

deep-learning torch trash dataset image-classification convolutional-neural-networks garbage

Updated Oct 6, 2020
Lua

aleju / cat-generator

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Generate cat images with neural networks

cats cat machine-learning deep-learning torch gan dcgan

Updated Nov 6, 2017
Lua

fangchangma / sparse-to-dense

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ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)

computer-vision deep-learning mapping torch depth-image depth-estimation depth-prediction depth-completion

Updated Jul 21, 2018
Lua

mks0601 / V2V-PoseNet_RELEASE

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Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

computer-vision deep-learning human-pose-estimation hand-pose-estimation 3d-human-pose cvpr2018 3d-pose-estimation v2v-posenet 3d-hand-pose

Updated Dec 10, 2019
Lua

aleju / face-generator

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Generate human faces with neural networks

lua deep-learning torch gan face

Updated Dec 18, 2017
Lua

Kaixhin / Atari

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Persistent advantage learning dueling double DQN for the Arcade Learning Environment

deep-learning deep-reinforcement-learning

Updated Feb 8, 2018
Lua

pathak22 / unsupervised-video

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[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

machine-learning computer-vision deep-learning video-processing unsupervised-learning feature-learning video-segmentation motion-segmentation

Updated Apr 25, 2019
Lua

andyzeng / arc-robot-vision

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MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

computer-vision deep-learning artificial-intelligence vision manipulation grasping rgbd 3d mit-princeton amazon-robotics-challenge

Updated Jul 11, 2018
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batra-mlp-lab / visdial

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[CVPR 2017] Torch code for Visual Dialog

natural-language-processing computer-vision deep-learning torch

Updated Nov 29, 2018
Lua

1adrianb / binary-human-pose-estimation

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This code implements a demo of the Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources paper by Adrian Bulat and Georgios Tzimiropoulos.

computer-vision deep-learning binary adrian human-pose-estimation torch7 network-binarization

Updated Sep 4, 2017
Lua

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