Topic: one-shot-learning Goto Github

👇 Here are 133 public repositories matching this topic...

abdulfatir / prototypical-networks-tensorflow
one-shot-learning,Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
User: abdulfatir
few-shot one-shot-learning tensorflow nips-2017 omniglot deep-learning ipython-notebook miniimagenet

adipandas / one-shot-steel-surfaces
one-shot-learning,One-Shot Recognition of Manufacturing Defects in Steel Surfaces
User: adipandas
Home Page: https://adipandas.github.io/one-shot-steel-surfaces/
python pytorch siamese-network manufacturing quality-control steel-defect deep-learning few-shot-learning one-shot-learning convolutional-neural-networks

adityadutt / bird-song-classification
one-shot-learning,Classify bird species based on their songs using SIamese Networks and 1D dilated convolutions.
User: adityadutt
birds classification spectrogram audio dilated-convolution wavenet siamese-network triplet-loss contrastive-learning deep-neural-networks

adityajn105 / face-recognition-siamese-network
one-shot-learning,A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.
User: adityajn105
siamese-network keras one-shot-learning face-recognition-python deep-learning

ant-brain / efficientword-net
one-shot-learning,OneShot Learning-based hotword detection.
Organization: ant-brain
Home Page: https://ant-brain.github.io/EfficientWord-Net/
tensorflow machine-learning artificial-intelligence siamese-neural-network siamese-network one-shot-learning convolutional-neural-networks cnn iot hotword-detection

antonpuz / derol
one-shot-learning,Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems
User: antonpuz
reinforcement-learning classification one-shot-learning deep-reinforcement-learning active-learning artificial-intelligence machine-learning machine-learning-algorithms

astra-vision / manifest
one-shot-learning,Few-shot image translation method working on unstructured environments. ECCV 2022
Organization: astra-vision
few-shot few-shot-learning image-to-image-translation gan gans generative-adversarial-network generative-model conditional-gan one-shot-learning one-shot

avilash / pytorch-siamese-triplet
one-shot-learning,One-Shot Learning with Triplet CNNs in Pytorch
User: avilash
pytorch convolutional-neural-networks deep-learning meta-learning one-shot-learning triplet-loss siamese-network pytorch-implmention mnist fashionmnist

ayankumarbhunia / deep-one-shot-logo-retrieval
one-shot-learning,A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
User: ayankumarbhunia
one-shot-learning deeplearning logo-retrieval logo-detection siamese-network tensorflow one-shot-segmentation image-segmentation

bayeswatch / deep-kernel-transfer
one-shot-learning,Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
Organization: bayeswatch
Home Page: https://arxiv.org/abs/1910.05199
gaussian-processes few-shot-learning bayesian-methods deep-learning deep-kernel-learning one-shot-learning kernel-methods classification regression gpytorch

bethgelab / siamese-mask-rcnn
one-shot-learning,Siamese Mask R-CNN model for one-shot instance segmentation
Organization: bethgelab
object-detection instance-segmentation one-shot-instance-segmentation one-shot-learning few-shot-learning

boyuanjiang / matching-networks-pytorch
one-shot-learning,Matching Networks for one shot learning
User: boyuanjiang
one-shot-learning

bulentsiyah / my-studies-on-kaggle
one-shot-learning,It is the repo I listed my kernels in Kaggle. You can access it in detail from my Kaggle address https://www.kaggle.com/bulentsiyah.
User: bulentsiyah
kaggle time-series semantic-segmentation opencv-python siamese-network one-shot-learning clustering-algorithm classification-algorithm regression-algorithms visualizations

eveningdong / daosl
one-shot-learning,Implementation of Domain Adaption in One-Shot Learning
User: eveningdong
domain-adaptation one-shot-learning reinforcement-learning tensorflow slim

fangpin / siamese-pytorch
one-shot-learning,Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
User: fangpin
siamese siamese-network one-shot-learning one-shot pytorch

few-shot-learning / keras-fewshotlearning
one-shot-learning,Some State-of-the-Art few shot learning algorithms in tensorflow 2
Organization: few-shot-learning
one-shot-learning few-shot-learning tensorflow keras-tensorflow deep-learning tf2 tensorflow2

floodsung / meta-learning-papers
one-shot-learning,Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
User: floodsung
deep-learning meta-learning one-shot-learning learning-to-learn few-shot-learning

gabrielwong159 / siamese
one-shot-learning,One-shot learning for image classification using Siamese neural networks
User: gabrielwong159
tensorflow image-classification one-shot-learning siamese-cnn

heldenkombinat / logodetect
one-shot-learning,Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!
Organization: heldenkombinat
Home Page: https://logodetect.netlify.com/
one-shot-learning logo-detection object-detection image-processing video-processing small-dataset

hlamba28 / offline-signature-verification-using-siamese-network
one-shot-learning,Identifying forged signatures using convolutional siamese networks implemented in Keras
User: hlamba28
siamese-network one-shot-learning signature-verification keras-tensorflow convolutional-neural-networks

hlamba28 / one-shot-learning-with-siamese-networks
one-shot-learning,Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
User: hlamba28
Home Page: https://towardsdatascience.com/one-shot-learning-with-siamese-networks-using-keras-17f34e75bb3d
one-shot-learning siamese-network convolutional-neural-networks omniglot keras-tensorflow

hmishra2250 / ntm-one-shot-tf
one-shot-learning,One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
User: hmishra2250
tensorflow one-shot-learning neural-turing-machines lstm neural-networks data-science machine-learning deep-learning

ilia10000 / lo-shot
one-shot-learning,Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
User: ilia10000
classification deep-learning deep-neural-networks few-shot-learning knn-classifier machine-learning one-shot-learning supervised-learning

johnnyasd12 / awesome-few-shot-meta-learning
one-shot-learning,awesome few shot / meta learning papers
User: johnnyasd12
meta-learning few-shot-learning metric-learning conference-paper one-shot-learning deep-learning

juhi-purswani / multimodal_meta_learning_with_siamese_network
one-shot-learning,Multi-modal classifications of digits with image and audio modality. One shot learning with Siamese network is used to predict if the given input image-audio pair belongs to same class or not.
User: juhi-purswani
multimodal-meta-learning multimodal-classification siamese-network audio-image-classification one-shot-learning meta-learning

kyujinhan / tune-a-videko
one-shot-learning,한국어 기반 One-shot video tuning with Stable Diffusion
User: kyujinhan
clip ddim ddpm diffusion korean one-shot-learning stable-diffusion text-to-image text-to-video

maxstrobel / hcn-prototypeloss-pytorch
one-shot-learning,Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
User: maxstrobel
pytorch pytorch-implementation action-recognition nturgb-d hcn prototype-loss tensorboard few-shot-learning one-shot-learning hierarchical-co-occurrence-network

michaelisc / cluttered-omniglot
one-shot-learning,Cluttered Omniglot dataset and models
User: michaelisc
clutter omniglot one-shot-learning few-shot-learning one-shot-segmentation

msindev / facial-recognition-using-facenet-siamese-one-shot-learning
one-shot-learning,Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
User: msindev
facenet face-recognition face-detection facenet-model siamese-network one-shot-learning haar-cascade

nevoit / siamese-neural-networks-for-one-shot-image-recognition
one-shot-learning,One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.
User: nevoit
one-shot-learning siamese-neural-network image-recognition

qinnzou / zero-shot-hashing
one-shot-learning,Transductive Zero-Shot Hashing For Multi-Label Image Retrieval
User: qinnzou
deep-hashing cnn image-retrieval multilabel-image-retrieval zero-shot-learning few-shot-learning one-shot-learning hash-learning deep-learning convolutional-neural-network

raphaelmemmesheimer / sl-dml
one-shot-learning,Signal Level Deep Metric Learning for One-Shot Action Recognition
User: raphaelmemmesheimer
action-recognition few-shot-learning one-shot-learning skeleton-based-action-recognition sensor-data-fusion computer-vision sensor-fusion

roberthangu / snn_object_recognition
one-shot-learning,One-Shot Object Appearance Learning using Spiking Neural Networks
User: roberthangu
spiking-neural-networks one-shot-learning machine-learning neuroscience

rpl-cs-ucl / ucl-affcorrs
one-shot-learning,Given one example of an annotated part, this model finds its semantic correspondences in a target image. Thus you get - one-shot semantic part correspondence!
Organization: rpl-cs-ucl
affordance-learning image-segmentation one-shot-learning one-shot-segmentation zero-shot one-shot

schatty / matching-networks-tf
one-shot-learning,Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0
User: schatty
one-shot-learning few-shot-learning matching-networks tensorflow omniglot

schatty / prototypical-networks-tf
one-shot-learning,Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
User: schatty
few-shot-learning one-shot-learning prototypical-networks tensorflow2 omniglot

schatty / siamese-networks-tf
one-shot-learning,Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
User: schatty
one-shot-learning siamese-network omniglot tensorflow

snowkylin / ntm
one-shot-learning,TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
User: snowkylin
ntm tensorflow one-shot-learning mann neural-turing-machines

soumik12345 / nearest-celebrity-face
one-shot-learning,Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.
User: soumik12345
Home Page: https://soumik12345.github.io/geekyrakshit-blog/computervision/deeplearning/facenet/inception/keras/nearestcelebrityface/python/tensorflow/2019/08/07/nearest-celebrity-face.html
machine-learning machinelearning deep-learning deep-neural-networks deeplearning inception inceptionv2 inception-resnet-v2 face-recognition face

speaker-identification / you-only-speak-once
one-shot-learning,Deep Learning - one shot learning for speaker recognition using Filter Banks
Organization: speaker-identification
triplet-loss siamese-networks speaker-recognition voice-authentication neural-network one-shot-learning audio speech deep-speaker speaker-identification

sudharsan13296 / awesome-meta-learning
one-shot-learning, A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
User: sudharsan13296
metalearning one-shot-learning zero-shot-learning few-shot-learning deep-meta-learning meta-reinforcement

sudharsan13296 / hands-on-meta-learning-with-python
one-shot-learning,Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
User: sudharsan13296
Home Page: https://www.amazon.com/Hands-Meta-Learning-Python-algorithms-ebook/dp/B07KJJHYKF/ref=sr_1_1?ie=UTF8&qid=1543222179&sr=8-1&keywords=meta+learning+hands+on
metalearning maml reptile meta-sgd tensorflow ntm mann one-shot-learning few-shot-learning matching-networks

superbrucejia / eeg-dl
one-shot-learning,A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
User: superbrucejia
Home Page: https://www.nitrc.org/projects/eeg_dl_library
deep-learning eeg-classification eeg-signals-processing tensorflow motor-imagery-classification eeg-data cnn rnn gcn one-shot-learning

tata1661 / fsl-mate
one-shot-learning,FSL-Mate: A collection of resources for few-shot learning (FSL).
User: tata1661
few-shot-learning one-shot-learning meta-learning low-shot deep-learning papers few-shot-paper few-shot-papers paper paddlepaddle

tata1661 / par-neurips21
one-shot-learning,Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
User: tata1661
few-shot-learning molecular-property meta-learning one-shot-learning molecular-representation-learning graph-structure-learning drug-discovery

tensorfreitas / siamese-networks-for-one-shot-learning
one-shot-learning,Implementation of Siamese Neural Networks for One-shot Image Recognition
User: tensorfreitas
siamese-network one-shot-learning omniglot keras

timy90022 / one-shot-object-detection
one-shot-learning,Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
User: timy90022
object-detection one-shot-learning one-shot-object-detection pytorch

yaoyao-liu / mini-imagenet-tools
one-shot-learning,Tools for generating mini-ImageNet dataset and processing batches
User: yaoyao-liu
Home Page: https://mtl.yyliu.net/datasets/
miniimagenet few-shot-learning few-shot mini-imagenet imagenet dataset meta-learning one-shot-learning

zdmc23 / oneshot-audio
one-shot-learning,Experiment with "one-shot learning" techniques to recognize a voice signature
User: zdmc23
deep-learning siamese-network one-shot-learning audio voice-recognition hackathon keras jupyter-notebook

zhoumu53 / few_shot_learning
one-shot-learning,Awesome papers in few-shot learning/one-shot learning.
User: zhoumu53
few-shot-learning one-shot-learning meta-learning zero-shot-learning metric-learning