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transfer-learning
Repositories 617
Everything about Transfer Learning and Domain Adaptation--迁移学习
Python
Updated Mar 20, 2019
A library for transfer learning by reusing parts of TensorFlow models.
Python
Updated Mar 13, 2019
一些关于机器学习的学习资料与研究介绍
Updated Nov 10, 2018
《迁移学习简明手册》LaTex源码
TeX
Updated Dec 7, 2018
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
Updated Feb 26, 2019
pytorch
face-recognition
face-detection
face-alignment
face-landmark-detection
model-training
feature-extraction
fine-tuning
data-augmentation
deep-learning
computer-vision
imbalanced-learning
transfer-learning
hard-negative-mining
supervised-learning
nus
tencent
convolutional-neural-network
machine-learning
artificial-intelligence
Python
Updated Mar 22, 2019
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
bert-model
language-model
attention-is-all-you-need
transformer-encoder
pre-training
language-understanding
text-classification
document-classification
self-attention
transfer-learning
nlp
question-answering
textcnn
fasttext
Python
Updated Jan 1, 2019
A collection of AWESOME things about domian adaptation
transfer-learning
domain-adaptation
adversarial-learning
image-translation
awesome-list
paper
zero-shot-learning
few-shot-learning
optimal-transport
Updated Mar 20, 2019
Keras implementation of BERT with pre-trained weights
Python
Updated Mar 21, 2019
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
pytorch
data-augmentation
kaggle-competition
kaggle
deep-learning
computer-vision
keras
neural-networks
neural-network-example
transfer-learning
Jupyter Notebook
Updated May 18, 2018
Chest Xray image analysis using Deep learning !
deep-learning
vggnet
computer-vision
medical-imaging
chest-xray-images
transfer-learning
tensorflow
python
Python
Updated Mar 26, 2018
End-to-end simulation for self-driving cars
Transfer Learning Library
Jupyter Notebook
Updated Feb 18, 2019
A guide to transfer learning with inception-resnet-v2.
Python
Updated Feb 9, 2018
Deep Learning Computer Vision Algorithms for Real-World Use
deep-learning
neural-networks
applications
artificial-intelligence
auto-encoders
convolutional-neural-networks
image-finder
transfer-learning
computer-vision
image-recognition
machine-learning
image-processing
image-classification
ai
recommender-systems
recommender-system
data-science
python
object-recognition
image-retrieval
Python
Updated Apr 23, 2018
Class-Weighted Convolutional Features for Image Retrieval
image-retrieval
class-activation-maps
deep-learning
convolutional-neural-networks
visual-instance-search
transfer-learning
keras
vgg16
cam
pytorch
Python
Updated Nov 15, 2017
TensorFlow 101: Introduction to TensorFlow
tensorflow
python
neural-networks
deep-learning
deep-neural-networks
machine-learning
python-3
face-recognition
facial-expression-recognition
style-transfer
autoencoders
cnn
keras
transfer-learning
convolutional-neural-networks
age-prediction
gender-prediction
Jupyter Notebook
Updated Mar 20, 2019
Transfer Learning Shootout for PyTorch's model zoo (torchvision)
Jupyter Notebook
Updated Mar 12, 2018
Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)
Python
Updated Oct 25, 2017
Building an image classifier using keras
Jupyter Notebook
Updated Nov 1, 2018
BERT-NER (nert-bert) with google bert https://github.com/google-research.
python
python3
pytorch
bert
ner
bilstm-crf
attention
nlp
transfer-learning
pytorch-model
ner-task
bert-model
nmt
joint-models
classification
factrueval
conll-2003
atis
elmo
Jupyter Notebook
Updated Mar 4, 2019
Code release of "Learning Transferable Features with Deep Adaptation Networks" (ICML 2015)
Transfer Learning library for Deep Neural Networks.
Jupyter Notebook
Updated Mar 22, 2019
Learning to Cluster. A deep clustering strategy.
clustering
deep-learning
deep-neural-networks
artificial-neural-networks
artificial-intelligence
unsupervised-learning
supervised-learning
similarity-metric
semi-supervised-learning
transfer-learning
loss-functions
Python
Updated Jan 2, 2019
Transfer learning for time series classification
deep-learning
time-series-classification
transfer-learning
research-paper
deep-neural-networks
time-series-analysis
dynamic-time-warping
dtw
Python
Updated Feb 4, 2019
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
keras
classification
image-classification
image-recognition
transfer-learning
python
artificial-intelligence
image
computer-vision
machine-learning
deep-learning
convolutional-neural-networks
cnn
Python
Updated Jun 16, 2018
kaggle Dog Breed Identification
Jupyter Notebook
Updated Nov 20, 2017
Code for Learning to select data for transfer learning with Bayesian Optimization
Python
Updated Nov 30, 2017
Improving Generalization via Scalable Neighborhood Component Analysis
computer-vision
deep-learning
visual-recognition
nearest-neighbors
few-shot-learning
transfer-learning
eccv-2018
Python
Updated Sep 2, 2018