GitHub topics: xception

Repositories

lloydpa18/VerifyVision-Pro

VerifyVision-Pro是一个全面的图像伪造篡改检测解决方案，利用深度学习（deep learning）和计算机视觉技术（cv）精确识别各类图像篡改，包括deepfake、AI生成内容、拼接操作和复制-移动篡改。基于PyTorch实现，集成了从数据处理、模型训练到部署的完整工作流程。

Language: Python - Size: 475 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

lintsinghua/VerifyVision-Pro

VerifyVision-Pro是一个完整的图像真伪鉴别解决方案，能够检测各类图像篡改和伪造，包括DeepFake、拼接、复制-移动和AI生成图像。本项目实现了从数据处理、模型训练到网页应用的全流程部署，支持多种深度学习架构，适合研究和实际应用场景。

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tusharkolekar24/OCR

Optical Character Recognition Demo

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utkuatasoy/Face-Expression-Recognition

This project implements a deep learning-based facial expression recognition system using the FER2013 dataset, addressing class imbalance through sampling strategies, enhancing accuracy with MTCNN-based face alignment, and enabling real-time inference via ONNX models.

Language: Jupyter Notebook - Size: 307 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

Mole1424/3rd-year-project

Central repository for anything related to my 3rd year project: Evaluating the Resiliency of Blink-Based DeepFake Detection Against Adversarial Noise

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BiDAlab/AI4Food-NutritionDB

This GitHub repository contains instructions for downloading and utilizing the AI4Food-NutritionDB food image database, as well as different food recognition systems based on Xception and EfficientNetV2 architectures.

Language: Python - Size: 17.5 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 33 - Forks: 6

GoogleCloudPlatform/keras-idiomatic-programmer 📦

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Language: Jupyter Notebook - Size: 94.6 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 817 - Forks: 282

weiaicunzai/pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Language: Python - Size: 530 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 4,483 - Forks: 1,189

jfzhang95/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

Language: Python - Size: 917 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 2,953 - Forks: 781

qubvel/classification_models

Classification models trained on ImageNet. Keras.

Language: Python - Size: 4.01 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 1,230 - Forks: 308

deveshsangwan/Skin-lesions-classification

This repo includes classifier trained to distinct 7 type of skin lesions

Language: Jupyter Notebook - Size: 962 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 7

ypwhs/dogs_vs_cats

猫狗大战

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PWB97/Deepfake-detection

Learning a Deep Dual-level Network for Robust DeepFake Detection

Language: Python - Size: 3.47 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 34 - Forks: 5

arindam369/FuzzyEnsemble-SkinCancer

Based on our paper "A fuzzy rank-based deep ensemble methodology for multi-class skin cancer classification" published in Scientific Reports (Nature)

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yoshidan/pytorch-facial-expression-recognition

Lightweight Facial Expression(emotion) Recognition model

Language: Python - Size: 1.39 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 61 - Forks: 8

kaushikjadhav01/COVID-19-Detection-Flask-App-based-on-Chest-X-rays-and-CT-Scans

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

Language: Jupyter Notebook - Size: 399 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 126 - Forks: 80

yoshidan/pytorch-eyeblink-detection

Simple Eye Blink Detection with CNN

Language: Python - Size: 2.49 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 10

Fanziyang-v/pytorch-classification

PyTorch implementations of image classification networks

Language: Python - Size: 2.99 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Geo-y20/Standard-OCR-

Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, and MobileNet models. Train, evaluate, and contribute to this cutting-edge technology.

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aryashah2k/Monkeypox-Skin-Lesion-Classification-Using-Transfer-Learning-Approach

Official Code Files For My Research Paper Presented at 4th IEEE Bombay Section Signature Conference (IBSSC-2022). Paper Published in IEEEXplore.

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maxkokot/CrowdCounting

Crowd Counting using Xception

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TanyaChutani/Face-Mask-Detection-Tf2.x

An approach to detecting face masks in crowded places built using RetinaNet Face for face mask detection and Xception network for classification.

Language: Jupyter Notebook - Size: 54.5 MB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 7

RomanKornev/dogs-vs-cats-redux

99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 7

versi379/Dog-Breed-Classification

Stanford dogs dataset breed classification with Xception (CNN)

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BetulCengiz/Emotion-Analysis-from-Albanian-Speech-Data

This study aims to perform emotion classification using mel-spectrograms from Albanian audio data.

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

adithya16pillai/CovidVision

Advanced COVID-19 Detection From Lung X-Rays With Deep Learning

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Yoonyoung-Cho/Monkey_Classification

2020.06 개인프로젝트 원숭이 이미지 분류

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shreenidhi7700/Rice-leaf-disease-prediction-using-Convolutional-Neural-Network

Classifying images of rice leaf disease plants into various disease categories using Convolutional Neural Network

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aryashah2k/Automatic-Detection-Of-Lumpy-Skin-Disease-Using-Deep-Learning-Techniques

Independent Research Project on Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques.

Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 0

aws-samples/deep-visual-search-workshop-infra

Workshop CDK Template to provision infra for the Deep Visual Search workshop

Language: Python - Size: 187 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

deepdiy/deepdiy

Deep learning based tool for image processing. No need for Programing and GPU.

Language: Python - Size: 3.97 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 62 - Forks: 16

Adityathere/Flower-Classification-using-CNN

Classification of flowers using Convolutional Neural Network

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pradeeshreddy03/Retinal-Disorder-Prediction-Using-Deep-Learning-

This project utilizes VGG19, Xception, and a custom CNN to classify retinal diseases from OCT images. The custom CNN achieved 95.47% accuracy, demonstrating AI's potential in improving diagnostic accuracy for ophthalmic disorders. Additionally, a Flask-based web app enables users to upload images for real-time predictions.

Language: Jupyter Notebook - Size: 795 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Mubaasim/Image_Caption_Generator

A react application with a deep learning model to generate caption for images

Language: JavaScript - Size: 121 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

oneforawe/ai-vision-for-endoscopy

Helping doctors prevent gastrointestinal cancers.

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mfsungeun/waste-cnn-image-classification

This repository contains code for comparing and evaluating various CNN classification models on a waste image dataset.

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ethanhe42/Xception-caffe

Xception implemented with caffe

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rishikksh20/Image-classifier-for-all

Universal Image classifier

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hamidhosen42/Pothole-Detection-Using-Transfer-Learning-Models-A-Comparative-Study

Pothole Detection Using Transfer Learning Models: A Comparative Study

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ismailazdad/dogs_classification

Xception model predict dog breeds from dog picture , flask web site

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cattidea/shoeprint-recognition 📦

:footprints: “恒锐杯”鞋印花纹图像类别判定挑战赛

Language: Python - Size: 559 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

NadavIs56/Skin_Disease_AI

A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.

Language: PureBasic - Size: 4.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 10

hamidsadeghi68/Signature-Classification

Signature Classification on ICDAR 2011 Signature Dataset

Language: Jupyter Notebook - Size: 243 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

h-ssiqueira/SkinLesionAI

Notebooks of pre trained models using the HAM10000 dataset

Language: Jupyter Notebook - Size: 266 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

puke3615/SceneClassify

AI场景分类竞赛

Language: Python - Size: 609 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 187 - Forks: 71

Jay-Suthar/DEEP-FAKE-DETECTION-using-cnn-xception-densenet121

Deep fake detection using cnn, Xception, Denesenet121, GAN on four different datasets.

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Diegomarmac/ML-BookCamp

Code and notes from the Machine Learning Bookcamp book

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MHassaanButt/Attendence_Management_System_through_Face_Recognition

This project is for automatical attendence system where user can capture images of particular person on runtime and train it. Also track that person and maintain record.

Language: Python - Size: 72.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

f1recracker/pytorch-deeplab-v3-plus

Pytorch implementation of DeepLab V3+

Language: Python - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 1

sarah-zhan/birds-classification

Leverage TensorFlow, Keras, and Xception to train a predictive model with the provided dataset. Once the model is trained, it can be utilized tflite to make predictions. For deployment, upload the model to AWS ECR and employ AWS Lambda for model execution.

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dr413677671/Anime-image-classification

Anime image theme classification model and its webApp.

Language: Python - Size: 97.3 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

HLearning/ai_papers

AI Papers

Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 255 - Forks: 6

mystic123/kaggle-cdiscount

Cdiscount Image Classification Challenge on kaggle.com

Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

Bastian1110/Xception-Jellyfish

Fine-tuning xception model to classify 6 types of jellyfish

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LikeLy-Journey/SegmenTron

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

Language: Python - Size: 4.19 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 672 - Forks: 162

meet-minimalist/TinyImageNet-Benchmarks

Benchmarking various Computer Vision models on TinyImageNet Dataset

Language: Python - Size: 20.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 3

sagardoy/Dog-Breed-Classification-Algorithm

In this project, I built a pipeline that can be used within a web or mobile app to process real-world, user-supplied images. Given an image of a dog, my algorithm identifies an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed. I submitted this project as part of Udacity's Machien Learning Nanodegree Program.

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pipidog/ImageModelZoo

Image Models (VGG, ResNet, MobileNet V1, MobileNet V2, Xception Net, DenseNet and more) from scratch.

Language: Python - Size: 5.63 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

doublechenching/xray14-keras

training a classification model with xray14 dataset

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Robinatp/Tensorflow_Model_Slim_Classify

Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet

Language: Python - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 45 - Forks: 20

DhanaShravya/Medical-Image-classification-using-ConvolutionalNeuralNetworks

Medical Image classification using Convolutional Neural Networks

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IMvision12/Pre-Trained-Models-Implementation

This Repo Is about Implementation Of Pre-Trained Models from scratch using Tensorflow

Language: Python - Size: 570 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

jacob-sycoff/aml-white-blood-cell-classifier

Uses deep learning to classify types of white blood cells in cell images from blood smear slides to aid in AML diagnosis.

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dongrenguang/dogs-vs-cats

Identify dog or cat with deep learning

Language: Jupyter Notebook - Size: 327 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

NitishaS-812k/Predicting-ages-of-bones-from-X-Rays

This notebook is my attempt at predicting ages of children from the X-Ray images of their hands.

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

m-romanenko/dog-project

Dog breed classifier

Language: Jupyter Notebook - Size: 55.6 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

yanliang12/cheque_detection

Tagging images of bank cheques

Language: Python - Size: 5.62 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 5

ayberkgezer/Minerals-Classification

Language: Jupyter Notebook - Size: 726 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Kalovelo/pneumonia-detection-kaggle

Pneumonia detection from x-ray images using TensorFlow, Keras, and a good amount of prayers to the cooking gods.

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kevinlu1248/recycler

Recyclables manager fine-tuned on XCeption using Kaggle's GPU instances.

Language: Python - Size: 1.05 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

abrahamgenetu/Automated_Malaria_Detection_System

Automated Web-based Malaria Detection System Using Machine Learning, Deep Learning and Transfer Learning Techniques: A Comparative Analaysis

Language: Jupyter Notebook - Size: 219 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

achen353/Image-Caption-Generator

Simple image caption generator built upon Xception net using CNN and LSTM.

Language: Jupyter Notebook - Size: 526 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

ayberkgezer/Retina-Damage-Detection-OCT-Images

Retina OCT Images Different Model Train

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Pranav-Nagpure/Dog-Breed-Prediction

Xception model to predict Dog's breed from it's image

Language: Python - Size: 5.92 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

jurbn/Landmarks-CNN

This repository is a part of the project for the course Computer Vision at the University of Zaragoza. The goal of the project is to classify landmarks using Neural Networks.

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AlbertMP/Use-Xception-For-Face-Anti-Spoofing

[Bachelor Graduation Project] Use Xception model for face anti-spoofing

Language: Python - Size: 18.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

shunk031/chainer-Xception

Chainer implementation of the paper "Xception: Deep Learning with Depthwise Separable Convolutions" (https://arxiv.org/abs/1610.02357).

Language: Python - Size: 7.81 KB - Last synced at: 13 days ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 0

olga1590/Detection_of_Covid-19_and_Pheumonia

CNN(Transfer Learning)

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Anagh-Sharma/Malware-Detection-using-Deep-Transfer-Learning-Static-Malware-Detection

Static malware detection using transfer learning techniques on MMCC_2015 dataset.

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nahin333/A-Comparative-Study-of-Neural-Network-Architectures-for-Lesion-Segmentation-and-Melanoma-Detection

A comparative study for skin lesion segmentation and melanoma detection where deep learning methods can perform very well without complex pre-processing techniques except for normalization and augmentation.

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kimdesok/DeepPATH Fork of ncoudray/DeepPATH

AI HUB Project: Classification of Lung Cancer Slide Images using Deep-Learning

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ananya-singh-baghel/CovFind

Adopted a convolutional neural network for COVID-19 testing. Examined the performance of different pre-trained models on CT testing and identified that larger, out-of-field datasets boost the testing power of the models.

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mohitkothari-dev/TransferLearning

This repo consists a Python Notebook file where I have performed transfer learning using Keras Xception Transformer.

Language: Jupyter Notebook - Size: 389 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 2

TomerLankri/AttendanceSystemFaceRecognition

In this project I created an AI model that recognizes faces from a camera placed on the entrance to a classroom, this can be used easily to create a login/logout system with a camera placed to the other direction recognizing faces coming in and out of the classroom, and made it accesible via microservices with gRPC.

Language: Python - Size: 45.4 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Moeinh77/Image-Captioning-with-Beam-Search

Generating image captions using Xception Network and Beam Search in Keras - My Bachelor's thesis project

Language: Jupyter Notebook - Size: 52.2 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 3

lordtt13/computer-vision

All the Computer Vision Models I've worked on

Language: Jupyter Notebook - Size: 198 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

mr7495/covid19

Covid-19 and Pneumonia detection from X-ray Images from the paper: https://doi.org/10.1016/j.imu.2020.100360

Language: Jupyter Notebook - Size: 6.42 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 12

PerXeptron/X-Ray-Anomaly-Detection-Models

Ensemble based transfer learning approach for accurately classifying common thoracic diseases from Chest X-Rays

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giulio-derasmo/Ship-Classification-Leonardo-Labs-Kaggle-Competition

Neural Networks ensemble via majority voting in order to classify ships given non-satellite images. All the models have been trained using PyTorch with pretrained weights.

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BiDAlab/DeepFakes_FacialRegions

This GitHub provides different DeepFakes Detectors using facial regions and considering three different state-of-the-art fake detection systems.

Language: Python - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 3

zottelsheep/meds_cloud_7

As part of a Cloud and Distributed Systems lecture, we developed a scalable application in the form of an image classifier meant for deployment on Kubernetes. We also created our own Kubernetes infrastructure bare metal server, complete with loadbalancing and ingress-support.

Language: Python - Size: 2.88 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0