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The Top 23 Python Deep Learning Classification Open Source Projects

Open source projects categorized as Python Deep Learning Classification
Categories > Data Processing > Classification
Categories > Machine Learning > Deep Learning
Ssrn ⭐ 160
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
most recent commit 2 years ago
Iciar2018 ⭐ 159
Our solution for ICIAR 2018 Grand Challenge
most recent commit 3 years ago
Handwritten Digit Recognition Using Deep Learning ⭐ 158
Handwritten Digit Recognition using Machine Learning and Deep Learning
most recent commit a year ago
Dl With Bayes ⭐ 158
Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"
most recent commit 4 years ago
Aitlas ⭐ 157
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
most recent commit 9 months ago
Cnn Svm ⭐ 151
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
most recent commit 4 years ago
Deep Kernel Transfer ⭐ 142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
most recent commit 2 years ago
Malware Classification ⭐ 140
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
most recent commit a year ago
Anomalydetectiontransformations ⭐ 137
A simple and effective method for single-class classification of images
most recent commit 2 years ago
Deepplaybyplay ⭐ 136
Labelling NBA action using deep learning 🏀
most recent commit 4 years ago
Cd Diagram ⭐ 134
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
most recent commit 2 years ago
Pytorch Multi Class Focal Loss ⭐ 132
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
most recent commit 2 years ago
Gandlf ⭐ 127
A generalizable application framework for segmentation, regression, and classification using PyTorch
total releases 8most recent commit 3 months ago
Deepsuperlearner ⭐ 126
DeepSuperLearner - Python implementation of the deep ensemble algorithm
most recent commit 6 years ago
Sign Language Alphabet Recognizer ⭐ 124
Simple sign language alphabet recognizer using Python, openCV and tensorflow for training Inception model (CNN classifier).
most recent commit 4 years ago
Iciar2018 ⭐ 124
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)
most recent commit 5 years ago
Satellite_imagery_analysis ⭐ 123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
most recent commit 2 years ago
Ecg Arrhythmia Classification ⭐ 123
ECG arrhythmia classification using a 2-D convolutional neural network
most recent commit 4 years ago
Graph Convolution On Structured Documents ⭐ 121
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
most recent commit 2 years ago
Regnet ⭐ 118
Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"
most recent commit 3 years ago
Deep Svdd ⭐ 116
Repository for the Deep One-Class Classification ICML 2018 paper
most recent commit 5 years ago
Rnn Text Classification Tf ⭐ 112
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
most recent commit 6 years ago
Paddlelabel ⭐ 111
飞桨智能标注，让标注快人一步
total releases 79most recent commit a year ago
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