GiuseppeBellamacina/Celebrity-ResNet18

Convolutional Neural Network for Face Recognition

Language: Jupyter Notebook - Size: 16.3 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

tmfreiberg/HAM10000-skin-lesion-classification

HAM10000 Skin Lesion Classification

Language: Jupyter Notebook - Size: 68.8 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

wi-ith/centernet

resnet18 centernet

Language: Python - Size: 22.5 KB - Last synced: 15 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

abhishek-kathuria/CIFAR100-Image-Classification

Classify CIFAR-100 images using CNN, ResNet and transfer learning using PyTorch

Language: Jupyter Notebook - Size: 788 KB - Last synced: 16 days ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1

Ashutosh27ind/kerasTransferLearningCNNflowerDataset

We will implement transfer learning in Python(keras) using the pre-trained ResNet model.

Language: Jupyter Notebook - Size: 1.39 MB - Last synced: 18 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Ashutosh27ind/chestXRayImagesAnalysisUsingCNN

Working with Chest X-Ray (CXR) images : Medical Imaging

Language: Jupyter Notebook - Size: 77.7 MB - Last synced: 18 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

aryansaxena094/automated-wildlife-monitoring

Automated Wildlife Monitoring Using Deep Learning

Language: Jupyter Notebook - Size: 63.5 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 0 - Forks: 0

YuliangXiu/MobilePose

Light-weight Single Person Pose Estimator

Language: Jupyter Notebook - Size: 37 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 627 - Forks: 148

lonePatient/lookahead_pytorch

pytorch implement of Lookahead Optimizer

Language: Python - Size: 170 KB - Last synced: 6 days ago - Pushed: almost 2 years ago - Stars: 184 - Forks: 31

NVIDIA-AI-IOT/ros2_torch_trt

ROS 2 packages for PyTorch and TensorRT for real-time classification and object detection on Jetson Platforms

Language: Python - Size: 4.78 MB - Last synced: 6 days ago - Pushed: almost 3 years ago - Stars: 88 - Forks: 14

ponpon010548/tf2-resnet

Implementation of resnet.

Language: Python - Size: 8.79 KB - Last synced: 28 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

trong0dn/music-genre-classification

Using the GTZAN dataset to create a classifier that can classify what the music genre is playing!

Language: Jupyter Notebook - Size: 2.15 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Sardhendu/PropertyClassification

Classifying the type of property given Real Estate, satellite and Street view Images

Language: Jupyter Notebook - Size: 157 MB - Last synced: 5 days ago - Pushed: 11 months ago - Stars: 28 - Forks: 10

umitkacar/Ear-segmentation-ai

Efficient and Lightweight Ear Segmentation AI Model

Language: Python - Size: 589 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 21 - Forks: 7

ShubhamG2311/Financial-Time-Series-Forecasting

Financial Time Series Forecasting using Deep Learning Techniques and Innovative Image Encoding Approaches

Language: Jupyter Notebook - Size: 1.17 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

OSedina/my-digit-model

Implementing Transfer Learning for custom data using Resnet-18 in Pytorch.

Language: Jupyter Notebook - Size: 2.63 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

OSedina/my-digit-game

A Flask app for handwritten digit prediction.

Language: CSS - Size: 39.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

AndreaZoccatelli/resnet18_fromscratch

Resnet-18 from scratch, using Pytorch

Language: Python - Size: 10.7 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

LaurentVeyssier/Detecting-COVID-19-with-chest-X-Ray-using-PyTorch

Deep learning model to classify XRay Scan images between 3 classes and detect COVID19

Language: Jupyter Notebook - Size: 3.57 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

adwitiya/cs7gv1_convnet_final_project

Convolutional Neural Net implementation using pytorch for CS7GV1

Language: Python - Size: 889 KB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Koldim2001/ML_DL_research_VECG

Проект ML/DL определения сердечной недостаточности по векторной электрокардиографии

Language: Jupyter Notebook - Size: 624 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

parallel-ml/Capella-FPL19-SplitNetworksOnFPGA

FPL'19 Demo - Splitted Network on Collaborative PYNQ FPGAs

Language: Python - Size: 21.4 MB - Last synced: 2 months ago - Pushed: over 4 years ago - Stars: 5 - Forks: 0

enesagu/Deep-Lerning

Deep Learning

Language: Python - Size: 18.6 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

ChryssaNab/Image-Colorization

PyTorch implementation of Conditional Generative Adversarial Networks (cGAN) for image colorization of the MS COCO dataset

Language: Python - Size: 3.3 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

MohamedSebaie/Fight_Detection_From_Surveillance_Cameras-PyTorch_Project

Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model

Language: Jupyter Notebook - Size: 208 MB - Last synced: 20 days ago - Pushed: over 2 years ago - Stars: 27 - Forks: 10

mohsenim/Text-Image-NN-Classifier

Text classification using time-series-to-image conversion and pretrained neural models for image classification

Size: 814 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

frankvalli/Student-Teacher-Feature-Pyramid-Matching-for-Anomaly-Detection

This repository is an unofficial implementation of the network described in Wang, G., Han, S., Ding, E., & Huang, D. (2021). Student-Teacher Feature Pyramid Matching for Anomaly Detection. The British Machine Vision Conference (BMVC).

Language: Python - Size: 3.25 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

tayebiarasteh/PV_defect_detection

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

Language: Python - Size: 64.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 55 - Forks: 10

williamlooo/cs194-26

compooter vision

Language: Jupyter Notebook - Size: 1.27 GB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

KirthanaShri/Breast-Cancer-Detection-Using-NN

Breast Cancer Detection using Neural Network Architectures

Size: 3.07 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

rud-ninja/NonLocalNN-Image-Classification

Classification of images based on facial features using ResNet18 as base framework integrated with Non-local neural networks

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RitkaMargaritka/Park.AI Fork of maxivmn/pklot

How AI enhances parking management. In a team of four, we leveraged deep CNNs to create a system that detects (YOLO) and classifies (ensemble of SqueezeNet and ResNet) parking spots as free or occupied from images obtained by common surveillance cameras. It is able to employ pre-installed cameras, optimizing space utilization and reducing costs.

Size: 437 MB - Last synced: 26 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

ArtemVerbov/Metric-Learning-X-Lightning

Pytorch lightning template for metric learning tasks. Dataset used: Stanford Online Data Products

Language: Python - Size: 261 KB - Last synced: 5 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

MohamedSebaie/DeepFake-Detection-Using-Pytorch

This project Deepfakes can distort our perception of the truth and we need to develop a strategy to improve their detection. Deep Fakes are increasingly detrimental to privacy, social security, and democracy. We plan to achieve better accuracy in predicting real and fake videos.. https://pypi.org/project/Deep-Fake-Detection/

Language: Jupyter Notebook - Size: 159 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

StevenRice99/Facial-Expression-Recognition

Kaggle Challenges in Representation Learning: Facial Expression Recognition Challenge

Language: Python - Size: 390 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Omanshu209/PokeVinci-AI

This is a Python - based application (pokedex) that allows users to search for information about different Pokemons. It also has an AI which.........

Language: Jupyter Notebook - Size: 182 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

garick161/SiburChallenge2023

Классификация технологических операций на видео

Language: Jupyter Notebook - Size: 286 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

J4NN0/deep-learning-cnn

NN and CNN implementation from scratch in PyTorch with data loading, training, and evaluation phase on CIFAR 100 image dataset

Language: Python - Size: 300 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 3

AnMol12499/CropcareAI

An AI-driven platform offering crop recommendations, fertilizer suggestions, and disease detection for optimal farming

Language: Jupyter Notebook - Size: 38.5 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 21 - Forks: 2

project-sulsul/SulSul-AI

Classify alcohols and its snacks

Language: Python - Size: 195 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Adeolujoseph/Pneumonia-Classification-Using-Transfer-Learning-ResNet18-and-ResNet50-

Creating a Model that can diagnose pneumonia with an xray image

Language: Jupyter Notebook - Size: 3.28 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Quoccuong1004/DANN_warehouse

Utilize synthetic data and unlabeled real data to train an image classifier, employing Domain Adaptation techniques.

Language: Python - Size: 13.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

anasserhussien/EthnicityRecognition-UTKFaces

EthnicityPredictor-UTK is a PyTorch-based project that focuses on predicting ethnicities from facial images using state-of-the-art ResNet architectures. Leveraging the UTKfaces dataset, the model is trained to recognize diverse facial features and make accurate ethnicity predictions.

Language: Python - Size: 108 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

NajiAboo/Indian_currency_classificaiton_resnet

Indian Currency Classification using Pytorch

Language: Python - Size: 40.3 MB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

rohankalbag/deep-recurrent-q-learning-for-pomdps

Course Project - Advanced Topics in Machine Learning - Autumn Semester 2023 - Indian Institute of Technology Bombay

Language: Jupyter Notebook - Size: 9.93 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

shre-db/OCT-Retinal-Disease-Detection-CNN

Retinal disease detection using optical coherence tomography (OCT) and deep neural networks.

Language: Jupyter Notebook - Size: 67.7 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 1 - Forks: 2

dhaalves/CEAL_keras

Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper

Language: Python - Size: 8.79 KB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 34 - Forks: 13

BharathKumarRavichandran/Virtual-Fit-Resnet

Language: Python - Size: 1.1 GB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

kalthommusa/Gel-Electrophoresis-Image-Classification

This project aims to systematically benchmark and evaluate different convolutional neural network architectures for image classification on a gel electrophoresis dataset.

Language: Jupyter Notebook - Size: 55.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

ayigitdogan/Pneumonia-Classification

Classification excercise with PyTorch on RSNA's pneumonia dataset

Language: Jupyter Notebook - Size: 1.3 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

dessa-oss/DeepFake-Detection

Towards deepfake detection that actually works

Language: Python - Size: 10 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 437 - Forks: 173

amatov/ConvolutionalNeuralNetwork

Language: MATLAB - Size: 518 KB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

RezuwanHassan262/Parrot-Species-Classifier

An image classifier model that can classify 60 parrot species with 93% accuracy

Language: Jupyter Notebook - Size: 247 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

potterhsu/easy-faster-rcnn.pytorch

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

Language: Python - Size: 3.48 MB - Last synced: 6 months ago - Pushed: almost 4 years ago - Stars: 162 - Forks: 57

Nikhil9786/Implemetation-of-VGG16-ResNet18-InceptionV2-on-Cifar100

This project was completed under the course Deep Learning(CSE674) at University at Buffalo.

Language: Jupyter Notebook - Size: 2.66 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

miguelaltuve/ICHdetection

Intracerebral Hemorrhage Detection on Computed Tomography Images Using a Residual Neural Network

Language: MATLAB - Size: 263 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 1

ace19-dev/mvcnn-tf

Basic reference for Multi View Classification - mvcnn

Language: Python - Size: 253 KB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 13 - Forks: 0

glichill/CosPlace-Extended-Insights-into-Architectural-and-Feature-Choices-for-Visual-Geo-localization

Extend CosPlace for Visual Geo-localization research, exploring architectures, data augmentation, and optimization for improved performance.

Language: Python - Size: 2.36 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 1

Sinaeskandari/COVID-19-Prediction-From-XRay-Images

Development an Deep Learning model to detect COVID-19 in chest X-ray scans.

Language: Jupyter Notebook - Size: 20.5 KB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

JerryWeiAI/DifficultyTranslation

Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.

Language: Python - Size: 67.4 KB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

vktr274/every-resnet-tensorflow

Tensorflow 2 implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 from Deep Residual Learning for Image Recognition by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

Language: Python - Size: 29.3 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

QIAIUNCC/FL_UNCC_QIAI

Application of federated learning in AMD classification

Language: Python - Size: 543 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

anjanvikas/Research-Intern

Automatic Diagnosis of COVID-19 using CT Scan

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

VijayPrakashReddy-k/Residual_Connections

Residual Connections in CNNs for cifar 10

Language: Python - Size: 222 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

nauman-akram/COVID19_Images_Classification

“COVID-19 x-ray image classification”

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

potterhsu/easy-fpn.pytorch

An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.

Language: Python - Size: 1.81 MB - Last synced: 6 months ago - Pushed: over 5 years ago - Stars: 119 - Forks: 21

ayan-cs/rice-classification-pytorch

Rice Species Classification using ResNet-18 and a Custom defined CNN, both using PyTorch. If you are getting started with PyTorch, then you may consider cloning this repo and start learning :)

Language: Jupyter Notebook - Size: 40.1 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

Rushi7667/Image-Classification-using-fastai

This repository contains Image Classification using "fastai" library.

Language: Jupyter Notebook - Size: 47.6 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

afarturc/pest_detection_ml

Comparison of ResNet and EfficientNet CNN Models for Plant Disease and Pest Detection

Language: Jupyter Notebook - Size: 853 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

8Nero/Melanoma-Classification

Melanoma classification project for Neuromatch Academy Deep Learning summer school 2023.

Language: Jupyter Notebook - Size: 19.1 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

gianlucatruda/not-wors

World's best Boerewors image classifier, built with ResNets and Transfer Learning.

Language: Python - Size: 151 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 4 - Forks: 1

GvHemanth/Chest-X-Ray-Effusion-Detection-using-CNN-ResNet

In this X-ray classification assignment, we built a deep learning model to classify chest X-ray images into "nofinding" and "effusion" classes. We tackled challenges like data augmentation, imbalanced classes, and used weighted cross-entropy to improve model performance. The goal was to identify abnormalities with high accuracy.

Language: Jupyter Notebook - Size: 147 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

GvHemanth/ResNet-CNN---Flower-Image-Classification-

This project uses deep learning to classify flower images as "roses" or "daisies," employing data augmentation, ResNet-18 architecture, and hyperparameter tuning.

Language: Jupyter Notebook - Size: 1.11 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

KanNudimmud/deep_learn

Several deep learning methods has applied for example datasets

Language: Jupyter Notebook - Size: 79.1 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

MohamedSebaie/Distracted-Driver-Detection-Project-TechnoColabs

This project focuses on driver distraction activities detection via images, which is useful for vehicle accident precaution. We aim to build a high-accuracy classifiers to distinguish whether drivers is driving safely or experiencing a type of distraction activity. https://pypi.org/project/Distracted-Driver-Detection/

Language: Jupyter Notebook - Size: 86 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

ayush-vatsal/Garbage-Classifier

Building a Garbage classifier that classifier trash into 6 categories: Glass, Metal, Cardboard, Paper, Plastic and Trash.

Language: Jupyter Notebook - Size: 234 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

kobybibas/deep_pnml_experiments

Python experiments for https://arxiv.org/abs/1904.12286.

Language: Jupyter Notebook - Size: 30.7 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

oguzaliarslan/training-with-best-represantation

blg454e project

Language: Jupyter Notebook - Size: 438 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Lin-Dxin/PalmprintRecognition

基于ResNet18实现掌纹识别

Language: Python - Size: 388 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Giacomino123/Image-Retrieval-for-Visual-Geolocalization-Extension-and-Experiment

Language: Python - Size: 2.42 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

roshansadath/Medical-Image-Diagnosis-using-Convolutional-Neural-Networks

Implementation of Deep Neural Networks to solve Medical Image Classification using Chest XRay Images

Language: Jupyter Notebook - Size: 31.6 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

ArseniyTy/FaceLandmarkDetection

2D facial landmarks detection with neural networks

Language: Jupyter Notebook - Size: 15.4 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

yi-cheng-liu/basketball_registration

Use yolov5 and ResNet18 for player tracking

Language: Python - Size: 406 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

atabas/Heartbeat-Classification

Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 17 - Forks: 7

Nebula4869/PyTorch-gender-age-estimation

Train ResNet18 on AFAD dataset for gender and age estimate with Pytorch

Language: Python - Size: 57.4 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 23 - Forks: 4

THEGURUJ1/AI-for-Healthcare-Project-using-NVIDIA-Jetson-Nano-2GB-Developer-kit

This project uses Deep learning concept in detection of Various Deadly diseases. It can Detect 1) Lung Cancer 2) Covid-19 3)Tuberculosis 4) Pneumonia. It uses CT-Scan and X-ray Images of chest/lung in detecting the disease. It has a Accuracy between 50%-80%. It can take input in any Image format or through Live videos and provide accurate output results.

Size: 6.27 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 14 - Forks: 5

sadjadasadi/quantize-ResNet

Check the effect of quantization on ResNets architecture

Language: MATLAB - Size: 582 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

calvincramer/eec-193-lab-3-resnet-bounding-box

Transfer learning on Resnet18 to output bounding boxes for a single vehicle rather than an image classifier and YOLOv3 model processing video

Language: Jupyter Notebook - Size: 482 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

apollosoldier/Advanced-Classifier

The Advanced Classification Model is a deep learning-based approach for image classification tasks, which uses an ensemble of classifiers, self-supervised learning, data augmentation, and adaptive training strategies to improve classification accuracy.

Language: Python - Size: 212 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

shashvatshah9/3dprinteranomaly

Language: Jupyter Notebook - Size: 127 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

baotramduong/Explainable-AI-Scene-Classification-and-GradCam-Visualization

We will build and train a Deep Convolutional Neural Network (CNN) with Residual Blocks to detect the type of scenery in an image. In addition, we will also use a technique known as Gradient-Weighted Class Activation Mapping (Grad-CAM) to visualize the regions of the inputs and help us explain how our CNN models think and make decision.

Language: Jupyter Notebook - Size: 24.8 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

Rubo12345/Directed-Research-on-Vehicle-Re-Identification

In this project, a novel framework is used from the reference mentioned in the README, which successfully encodes both geometric local features and global representations to distinguish vehicle instances, optimized only by the supervision from official ID labels. Specifically, given the insight that objects in ReID share similar geometric characteristics, a self-supervised representation learning technique is used to facilitate geometric features discovery. To condense these features, an interpretable attention module, with the core of local maxima aggregation instead of fully automatic learning, in used, whose mechanism is completely understandable and whose response map is physically reasonable.

Language: Python - Size: 183 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Andrew-wong-ty/MathImg2LaTeX

Convert pictures of mathematical formulas to LaTeX expressions

Language: Python - Size: 14.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

Sklyvan/Age-Gender-Prediction

Deep Learning 2022 Final Project: Face Detection with Age & Gender Prediction

Language: Jupyter Notebook - Size: 172 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 6 - Forks: 2

SridharSola/FER

Facial Expression Recognition using ResNet-18 in PyTorch. Trained and tested on RAFDB and FERPlus

Language: Jupyter Notebook - Size: 22.5 KB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

samtwl/Deep-Learning-Contrastive-Center-Loss-Transfer-Learning-Food-Classification-

This repository contains the ipynb for a project on deep learning visual classification of food categories

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 11 months ago - Pushed: almost 5 years ago - Stars: 9 - Forks: 5

Allenpandas/YOLOv5-v6.2-Classification

YOLOv5-v6.2-Classification-Models | 基于YOLOv5-v6.2版本创建的分类检测模型

Language: Python - Size: 908 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

filippodaniotti/TACV-DA-project

Trends and Applications of Computer Vision - UniTN - Prof. Sebe - MSc AIS 2022

Size: 2.1 GB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

janmejaybhoi/GradCam_Visualization

Grad-CAM is a form of post-hoc attention, meaning that it is a method for producing heatmaps that is applied to an already-trained neural network after training is complete and the parameters are fixed.

Language: Jupyter Notebook - Size: 6.89 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

atherfawaz/Mask-RCNN-PyTorch

Colab-friendly implementation of MaskRCNN in PyTorch with ResNet18 and ResNet50 backends. Fit for image classification, object detection, and segmentation.

Language: Jupyter Notebook - Size: 166 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1