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Pytorch-UNet

milesial / Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

deep-learning pytorch kaggle tensorboard convolutional-networks convolutional-neural-networks unet semantic-segmentation pytorch-unet wandb weights-and-biases

Updated May 21, 2022
Python

ashleve / lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡

🔥

⚡

config template research deep-learning neptune best-practices comet pytorch hydra tensorboard experiments reproducibility project-structure mlops mlflow experiment-tracking pytorch-lightning wandb

Updated Jun 5, 2022
Python

vwxyzjn / cleanrl

Sponsor

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym atari actor-critic ale proximal-policy-optimization ppo advantage-actor-critic a2c wandb phasic-policy-gradient

Updated Jun 6, 2022
Python

transformers-tutorials

abhimishra91 / transformers-tutorials

Github repo with tutorials to fine tune transformers for diff NLP tasks

nlp natural-language-processing deep-learning transformers pytorch named-entity-recognition classification bert pytorch-tutorial t5 wandb distilbert

Updated Jul 24, 2021
Jupyter Notebook

AntonMu / TrainYourOwnYOLO

Train a state-of-the-art yolov3 object detector from scratch!

python deep-learning gpu keras inference tf2 detector yolo object-detection transfer-learning deep-learning-tutorial keras-models google-colab yolov3 tensorflow2 wandb weights-and-biases annotating-images custom-yolo trainyourownyolo

Updated May 31, 2022
Jupyter Notebook

grok-ai / nn-template

Generic template to bootstrap your PyTorch project.

template research deep-learning best-practices pre-commit cookiecutter mkdocs pytorch hydra reproducibility best-practises project-structure dvc github-actions pytorch-lightning streamlit wandb weights-and-biases

Updated Mar 8, 2022
Python

Revisiting_Deep_Metric_Learning_PyTorch

Confusezius / Revisiting_Deep_Metric_Learning_PyTorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

deep-learning metric-learning image-retrieval deep-metric-learning cars196 wandb stanford-online-products cub200-2011 icml2020

Updated Apr 25, 2022
Python

MetaRec

khanhnamle1994 / MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

django deep-learning tensorflow pytorch collaborative-filtering matrix-factorization ranking tensorboard boltzmann-machines recommender-systems autoencoders movielens-dataset meta-learning multilayer-perceptron cometml wandb

Updated May 26, 2022
Python

mindslab-ai / hififace

Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)

pytorch face-swapping pytorch-lightning wandb

Updated Dec 22, 2021
Python

ryul99 / pytorch-project-template

Deep Learning project template for PyTorch (Distributed Learning is supported)

lint yaml template deep-learning pytorch dataset hydra github-actions wandb omegaconf

Updated Dec 27, 2021
Python

bknyaz / sgg

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

computer-vision deep-learning graph pytorch generative-adversarial-network gan scene-graph message-passing paper-implementations visual-genome scene-graph-generation gqa augmentations wandb

Updated Nov 10, 2021
Jupyter Notebook

lattice-ai / DeepLabV3-Plus

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

tensorflow architecture segmentation semantic-segmentation human-parsing cityscapes deeplabv3 deeplabv3plus tensorflow2 human-part-segmentation wandb

Updated May 26, 2022
Jupyter Notebook

eubinecto / the-clean-transformer

A clean and structured implementation of Transformer with wandb and pytorch-lightning

clean-code pytorch transformer translate seq2seq attention attention-mechanism wandb weights-and-biases

Updated Jun 6, 2022
Python

kuielab / mdx-net

Open

TFC-TDF-U-Net's performance on Musdb18

ws-choi commented Aug 11, 2021

Our main approach is based on TFC-TDF-U-Net [3].

This model was originally proposed for Singing Voice Separation.

but it turns out that this model also performs well for other musical instruments (drums, bass, other)

More information: please see page 53 of the following dissertation
- Ch

Read more

good first issue

unsignedrant / rlalgorithms-tf2

Packaged deep reinforcement learning algorithms in tensorflow 2.x

Updated May 30, 2022
Python

raghav1810 / HydraNet

A multibranch neural net architecture. (PyTorch)

cnn pytorch densenet resnet cifar10 multibranch cifar100 architectures wandb

Updated Apr 27, 2020
Python

vasudevgupta7 / bigbird

Google's BigBird (Jax/Flax & PyTorch) @ 🤗Transformers

transformers pytorch huggingface natural-questions wandb bigbird

Updated Apr 15, 2022
Jupyter Notebook

eubinecto / the-clean-rnns

A clean and structured implementation of the RNN family with wandb and pytorch-lightning

nlp pytorch lstm rnn bilstm pytorch-lightning wandb

Updated May 21, 2022
Python

digantamisra98 / Reproducibilty-Challenge-ECANET

Sponsor

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

deep-neural-networks research computer-vision deep-learning reproducible-research pytorch image-classification image-recognition convolutional-neural-networks object-detection image-segmentation reproducibility reproducible-paper mmdetection wandb cvpr2020

Updated Sep 20, 2021
Python

Confusezius / ECCV2020_DiVA_MultiFeature_DML

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.

deep-learning metric-learning image-retrieval deep-metric-learning cars196 wandb stanford-online-products cub200-2011

Updated Dec 5, 2021
Python

affjljoo3581 / Samsung-AI-Challenge-for-Scientific-Discovery

🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇

competition deep-learning molecular-structures pytorch transformer samsung pubchem molecular dacon pytorch-lightning wandb deberta molecular-property-prediction pubchemqc

Updated Nov 12, 2021
Python

ayulockin / wandb2kaggle

Automatically upload the model saved as W&B Artifact to Kaggle Dataset.

Updated Feb 20, 2022
Python

wandb-allennlp

dhruvdcoder / wandb-allennlp

Utilities and boilerplate code to use wandb with allennlp

machine-learning deep-learning sweep allennlp wandb

Updated May 11, 2022
Python

obss / turkish-question-generation

Automated question generation and question answering from Turkish texts using text-to-text transformers

multilingual nlp turkish transformers question-answering arxiv mt5 question-generation t5 wandb neptune-ai xquad

Updated Dec 4, 2021
Python

RNN_Viz

ariG23498 / RNN_Viz

Sponsor

Sequence models in Numpy

numpy lstm rnn backpropagation wandb recurrence-formula

Updated Oct 9, 2020
Jupyter Notebook

georgepar / slp

Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning

natural-language-processing pytorch multimodal-learning multimodal multimodal-deep-learning pytorch-lightning wandb

Updated May 26, 2022
Python

affjljoo3581 / Job-Recommend-Competition

🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇

nlp competition natural-language-processing deep-learning tabular-data pytorch attention-mechanism attention-model multimodal-learning multimodal-deep-learning dacon pytorch-lightning wandb tabnet

Updated Feb 15, 2022
Python

JayThibs / Weak-Supervised-Learning-Case-Study

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.

nlp docker deep-learning pytorch webapp weakly-supervised-learning huggingface label-studio pytorch-lightning streamlit wandb

Updated Sep 2, 2021
Jupyter Notebook

ayulockin / kagglerecipes

Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.

kaggle kaggle-competition classification brain-tumor-classification wandb

Updated Sep 4, 2021
Jupyter Notebook

wiktorlazarski / ai-awesome-project-template

🤖 Project template for your next awesome AI project. 🦾

machine-learning natural-language-processing ai computer-vision deep-learning best-practices project-template pytorch artificial-intelligence hydra software-engineering python-template pytorch-template pytorch-implementation pytorch-lightning wandb

Updated May 9, 2022
Python

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