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Top 21 pytorch-implmention open source projects

PyTorch implementation of Super SloMo by Jiang et al.

✭ 2,714

python Jupyter Notebook Dockerfile deep-learning pytorch deep-neural-networks convolutional-neural-networks slow-motion pytorch-implmention frame-interpolation video-frame-interpolation super-slomo slomo

Yolo v3 tutorial from scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

✭ 2,192

python object-detection yolo yolov3 pytorch-tutorial pytorch-implmention

D2l Pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

✭ 3,810

Jupyter Notebook deep-learning pytorch computer-vision nlp data-science book mxnet d2l pytorch-implmention dive-into-deep-learning

Pytorch Seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

dmn-plus

A Pytorch tutorial for implementation of Dynamic memory Network Plus

✭ 61

Jupyter Notebook python shell nlp deep-learning memory-network dynamic-memory-network pytorch-implmention

PyTorch-deep-photo-styletransfer

PyTorch implementation of "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

✭ 23

Jupyter Notebook python deep-learning pytorch style-transfer neural-style-transfer pytorch-implmention

pytorch basic nmt

A simple yet strong implementation of neural machine translation in pytorch

✭ 66

python perl shell natural-language-processing deep-learning pytorch neural-machine-translation pytorch-implmention

Recurrent-Deep-Q-Learning

Solving POMDP using Recurrent networks

✭ 52

Jupyter Notebook python pytorch dqn mdp reinforcement-learning-algorithms lstm-neural-networks pomdp pytorch-implmention

pytorch gan

Spectral Normalization and Projection Discriminator

✭ 16

python gan cgan weight-normalization pytorch-implmention sngan

Image-Classifier

Final Project of the Udacity AI Programming with Python Nanodegree

✭ 63

Jupyter Notebook python udacity ai numpy pytorch neural-networks image-classification image-recognition matplotlib deeplearning gradient-descent backpropagation-learning-algorithm udacity-nanodegree perceptron-learning-algorithm pytorch-implmention udacity-ai-nanodegree

EffNet

EffNet: AN EFFICIENT STRUCTURE FOR CONVOLUTIONAL NEURAL NETWORKS

✭ 20

python deep-learning pytorch pytorch-implmention

SharpPeleeNet

ImageNet pre-trained SharpPeleeNet can be used in real-time Semantic Segmentation/Objects Detection

✭ 13

python pytorch imagenet object-detection semantic-segmentation pytorch-implmention peleenet sharp-peleenet lightnet

open-solution-ship-detection

Open solution to the Airbus Ship Detection Challenge

✭ 54

python Jupyter Notebook data-science machine-learning deep-neural-networks deep-learning neptune pytorch kaggle open-science kaggle-competition unet python35 neptune-framework pytorch-implmention unet-image-segmentation

Neural-Machine-Translation

Several basic neural machine translation models implemented by PyTorch & TensorFlow

✭ 29

python translation transformer neural-machine-translation seq2seq-model pytorch-implmention nmt-alphadl tensorflow-implemention

Human-Pose-Transfer

Implement Human Pose Transfer papers with Pytorch

✭ 60

python Dockerfile pytorch-gan pytorch-implmention human-pose

pytorch-siamese-triplet

One-Shot Learning with Triplet CNNs in Pytorch

✭ 74

python deep-learning pytorch mnist convolutional-neural-networks one-shot-learning triplet-loss siamese meta-learning siamese-network pytorch-implmention fashionmnist pytorch-siamese triplet-networks

naacl2018-fever

Fact Extraction and VERification baseline published in NAACL2018

✭ 109

python information-retrieval wikipedia evaluation verification fever pytorch information-extraction baseline drqa pytorch-implmention evidence-retrieval

Colorization

The pythorch implementation of Colorful Image Colorization. In ECCV, 2016.

✭ 34

python shell pytorch-implmention colorful-image-colorization

VideoTransformer-pytorch

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

✭ 159

python Jupyter Notebook transformer deeplearning action-recognition pytorch-implmention pretrained-model pytorch-lightning timesformer vivit maskfeat

ConSSL

PyTorch Implementation of SOTA SSL methods

✭ 61

python docker latex imagenet-dataset pytorch-implmention pytorch-ignite cifar-dataset pytorch-lightning

CharLM

Character-aware Neural Language Model implemented by PyTorch

✭ 32

python cnn lstm language-model highway-network pytorch-implmention

1-21 of 21 pytorch-implmention projects