tiny-imagenet

There are 1 repository under tiny-imagenet topic.

alvinwan / neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
decision-trees neural-networks image-classification explainability tiny-imagenet cifar10 cifar100 interpretability imagenet neural-backed-decision-trees pretrained-weights pretrained-models pytorch
Language:Python 600
lvyilin / pytorch-fgvc-dataset
PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017
cub200-2011 datasets fgvc-aircraft inaturalist nabirds pytorch-fgvc-dataset stanford-cars stanford-dogs tiny-imagenet
Language:Python 143
rmccorm4 / Tiny-Imagenet-200
🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.
imagenet tiny-imagenet200 tiny-imagenet convolutional-neural-networks anaconda hyperparameter-search python
Language:Python 90
DennisHanyuanXu / Tiny-ImageNet
Image classification on Tiny ImageNet
tiny-imagenet svm-classifier multiclass-classification alexnet
Language:Python 65
ShowLo / MobileNetV3
An implementation of MobileNetV3 with pyTorch
mobilenetv3 cifar-10 cifar-100 cosinewarm ema mobilenets mobilenet-v3 pytorch cnn classification lightweight-cnn cos-lr-decay warmup no-bias-decay mixup svhn tiny-imagenet label-smoothing zero-gamma pretrained-weights
Language:Python 45
PoDD
AsafShul / PoDD
Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.
bptt cifar10 cifar100 compression computer-vision cub200-2011 dataset-distillation deep-learning machine-learning tiny-imagenet
Language:Python 33
tiger2017 / MLclf
mini-imagenet and tiny-imagent dataset transformation for traditional classification task and also for the format for few-shot learning / meta-learning tasks
imagenet mini-imagenet tiny-imagenet
Language:Python 25
sian-chen / PyTorch-ECGAN
The code for the NeurIPS 2021 paper "A Unified View of cGANs with and without Classifiers".
generative-adversarial-network conditional-generation gan generative-model computer-vision machine-learning cifar10 cgan tiny-imagenet imagenet
Language:Python 24
slipnitskaya / image-tagger
Android App for automated image annotation. The accompanying article is available under the link below.
android-app image-tagging computer-vision kotlin android python image-classification data-science tiny-imagenet naive-bayes convolutional-neural-network cnn
Language:Kotlin 18
Dorian25 / colorization-transformer-experimental
Implémentation du papier Colorization Transformer (ICLR 2021) - Version Expérimentale
imagenet colorization transformer self-attention pytorch tiny-imagenet iclr2021 expirement google-search
Language:Python 17
wgcban / mix-bt
Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples
barlow-twins byol contrastive-learning mixup representation-learning self-supervised-learning simclr cifar-10 cifar-100 stl-10 tiny-imagenet imagenet knn-classification linear-probing
Language:Python 12
Daniel-EST / deep-steganography
A Steganography model that uses Deep Learning in order to hide secret images within covers, making it impossible to be deciphered by the naked eye.
convolutional-neural-networks deep-learning deep-steganography steganography tensorflow tiny-imagenet
Language:Jupyter Notebook 8
tonywu71 / image-matching-triplet-loss
Tensorflow implementation of Image Matching with Triplet Loss on the Tiny ImageNet dataset.
image-matching tensorflow tiny-imagenet triplet-loss computer-vision
Language:Jupyter Notebook 3
SoniSiddharth / Merged-GHCIDR
Merged Geometrical Homogeneous Clustering for Image Data Reduction. An algorithm to reduce large image datasets maintaining similar accuracy.
machine-learning ml machine-learning-algorithms vgg16 tiny-imagenet mnist mnist-dataset fmnist-dataset fmnist cifar10 homogeneous clustering agglomerative-clustering complete-linkage reduction image-dataset
Language:Python 2
untitledunmastered1998 / DistillationLab
Image Classification Training Framework for Network Distillation
cifar100 image-classification resnet knowledge-distillation mobilenet shufflenet squeezenet pytorch deep-learning cub-200-2011 fine-grained-classification imagenet mnist vggface2 aircrafts cars196 flowers102 stanford-dogs tiny-imagenet
Language:Python 1
Tiny-ImageNet-Challenge
Vishal-V / Tiny-ImageNet-Challenge
Code and final submission for the Tiny ImageNet Challenge. Trained on Google colab and finished top 5 among 1072 participants
cnn-classification deep-learning imaug keras tensorflow tiny-imagenet tiny-imagenet-challenge
Language:Jupyter Notebook 1
BPrasad123 / EVA_TinyImageNet_Challenge
Challenge: Apply advanced computer vision concepts (CNN only) and beat state-of-the-art using constrained resources and concepts.
cnn-keras computer-vision deep-learning tiny-imagenet
Language:Jupyter Notebook