OpenCodePapers
image-classification-on-emnist-letters
Image Classification
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Paper
Code
Accuracy
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ModelName
ReleaseDate
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WaveMix: A Resource-efficient Neural Network for Image Analysis
✓ Link
95.96
WaveMixLite-112/16
2022-05-28
Regularizing cross entropy loss via minimum entropy and K-L divergence
✓ Link
95.933
MIN-ENT + VGG-5
2025-01-23
Regularizing cross entropy loss via minimum entropy and K-L divergence
✓ Link
95.928
MIX-ENT + VGG-5
2025-01-23
SpinalNet: Deep Neural Network with Gradual Input
✓ Link
95.88
VGG-5(Spinal FC)
2020-07-07
SpinalNet: Deep Neural Network with Gradual Input
✓ Link
95.86
VGG-5
2020-07-07
TextCaps : Handwritten Character Recognition with Very Small Datasets
✓ Link
95.39
TextCaps
2019-04-17
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
✓ Link
95.03
µ2Net+ (ViT-L/16)
2022-09-15
Efficient Neural Vision Systems Based on Convolutional Image Acquisition
93.65
OptConv+Log+Perc
2020-06-01
Handwritten digit and letter recognition using hybrid dwt-dct with knn and svm classifier
89.51
DWT-DCT + SVM
2018-08-18
EMNIST: an extension of MNIST to handwritten letters
✓ Link
85.27
OPIUM Classifier
2017-02-17
EMNIST: an extension of MNIST to handwritten letters
✓ Link
55.78
Linear Classifier
2017-02-17