cnn-classification

This is official repository of our paper "RFUAV: A Benchmark Dataset for Unmanned Aerial Vehicle Detection and Identification". Codes include a two stage model to achieve drone detection and classification using some FFT/STFT analytical method. The Raw data will be free to use after our paper is accept. Star us!!!!, if you think this is useful♥

deep-learning drone signal-processing transformer yolo stft cnn-classification fft-analysis uav-communications uav-detection radiofrequency

UpdatedDec 9, 2025
Python

codebasics /potato-disease-classification

Star266

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

deep-learning tensorflow keras python3 convolutional-neural-networks cnn-keras keras-tensorflow tensorflow-serving cnn-classification tensorflow2

UpdatedNov 13, 2021
Jupyter Notebook

MarkoArsenovic /DeepLearning_PlantDiseases

Star240

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

deep-learning pytorch occlusion cnn-classification pytorch-cnn pytorch-classification pytorch-transfer-learning pytorch-cnn-classification pytorch-models deep-learning-visualization pytorch-visualization deep-learning-cnn

UpdatedOct 13, 2021
Python

ashutosh1919 /explainable-cnn

Sponsor

Star236

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

UpdatedAug 29, 2023
Python

MG2033 /MobileNet-V2

Star212

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

realtime pytorch classification convolutional-neural-networks mobilenets cnn-classification pytorch-cnn mobilenet2 mobilenetv2 mobilenet-v2

UpdatedFeb 3, 2018
Python

Dynmi /AlexNet

Star196

implement AlexNet with C / convolutional nerual network / machine learning / computer vision

computer-vision imagenet image-classification mechine-learing nerual-network cnn-classification

UpdatedDec 18, 2021
C

deep-fingerprinting /df

Star195

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

deep-neural-networks deep-learning tor website-fingerprinting traffic-analysis deeplearning tor-network cnn-keras cnn-model walkie-talkie privacy-enhancing-technologies cnn-classification automated-feature-engineering wtf-pad

UpdatedMar 25, 2023
Python

gsurma /image_classifier

Star185

CNN image classifier implemented in Keras Notebook 🖼️.

python machine-learning ai notebook keras ml cnn artificial-intelligence image-classification image-recognition convolutional-neural-networks transfer-learning cnn-keras cnn-classification colaboratory google-colab efficientnet efficientnet-keras

UpdatedAug 18, 2021
Jupyter Notebook

megvii-research /CADDM

Star176

Official implementation of ID-unaware Deepfake Detection Model

human-faces cnn-classification deepfake-detection

UpdatedAug 15, 2023
C++

milaan9 /Deep_Learning_Algorithms_from_Scratch

Star175

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

data-science deep-learning linear-regression image-processing neural-networks image-captioning logistic-regression object-detection autoencoders adversarial-machine-learning rnn-pytorch cnn-classification tutor-milaan9 deep-learning-pytorch deep-learning-matlab deep-learning-python

UpdatedDec 9, 2022
Jupyter Notebook

chengzhengxin /groupsoftmax-simpledet

Star173

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

computer-vision object-detection mechine-learing cnn-classification

UpdatedAug 28, 2019
Python

SuriAI /face-antispoof-onnx

Star171

Ultra-lightweight (600KB) Face Anti-Spoofing classifier. Optimized MiniFASNetV2-SE implementation validated on 70k+ samples with ~98% accuracy for edge devices.

open-source opencv computer-vision cnn pytorch cnn-classification onnx liveness-detection spoofing-attack fake-detection spoof-detection antispoofing-model kyc-verification antispoof real-or-spoof cnn-spoofing

UpdatedJan 27, 2026
Python

aksh-ai /neuralBlack

Star141

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework