dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

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omerbsezer/Fast-Pytorch 📦

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Language: Jupyter Notebook - Size: 91.4 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 432 - Forks: 101

ashutosh1919/explainable-cnn

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

Language: Python - Size: 3.99 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 229 - Forks: 34

hellloxiaotian/LESRCNN

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Language: Python - Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 223 - Forks: 32

hellloxiaotian/ADNet

Attention-guided CNN for image denoising(Neural Networks,2020)

Language: Python - Size: 211 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 121 - Forks: 6

hellloxiaotian/CFSRCNN

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Language: Python - Size: 32 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 109 - Forks: 12

Coderx7/SimpleNet

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

Language: Python - Size: 387 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 95 - Forks: 22

Randl/MobileNetV3-pytorch

Implementation of MobileNetV3 in pytorch

Language: Python - Size: 74.9 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 87 - Forks: 28

hellloxiaotian/ACNet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Language: Python - Size: 29 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 80 - Forks: 16

hellloxiaotian/ECNDNet

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

Language: Python - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 6

hellloxiaotian/DudeNet

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

Language: Python - Size: 26.3 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 48 - Forks: 5

phamdinhkhanh/general_backbone

Language: Python - Size: 21.3 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 4

ehsanasgharzde/edepth

edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.

Language: Python - Size: 32.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 32 - Forks: 0

Insiyaa/Music-Genre-Classification

Genre Classification using Convolutional Neural Networks

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swiss-territorial-data-lab/object-detector

A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.

Language: Python - Size: 28.1 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 17 - Forks: 1

harryjdavies/Python1D_CNNs

1D convolutional neural networks for activity recognition in python.

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 3

igsb/GestaltMatcher

Facial analysis framework for genetic disorders with facial dysmorphism

Language: Python - Size: 510 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 13 - Forks: 9

hernanrazo/human-voice-detection

Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.

Language: Python - Size: 98.6 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 0

lee-shun/forest_fire_detection_system

online early forest fire detection system based on drone platform.

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jesus-333/Dynamic-PyTorch-Net

Class to automatic create Convolutional Neural Network in PyTorch

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hellloxiaotian/CDNet

Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 0

ddman1101/EDM-subgenre-classifier

Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.

Language: Python - Size: 109 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1

cuijiancorbin/A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG

In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (CAM) method for visualization. Results show that the model not only has a high accuracy but also learns biologically explainable features, e.g., Alpha spindles and Theta burst, as evidence for the drowsy state.

Language: Python - Size: 38.1 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 6

pminhtam/MIRnet_SIDD

Pytorch implement "Learning Enriched Features for Real Image Restoration and Enhancement"

Language: Python - Size: 222 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1

cruiseresearchgroup/forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Language: Python - Size: 5.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 4

brlivsky/helmet-detection-yolo

We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.

Language: Python - Size: 1.13 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

volkansonmez/Exploratory_Data_Analysis_and_ML_Projects

Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.

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akueisara/deep-learning-projects

Deep Learning Projects using Python & Pytorch

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Joe-Sun-7/1dCNN-with-Attention-for-ECG-classification

心律失常检测/ECG信号分类

Language: Python - Size: 1.52 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 0

swarajkumarsingh/cnn-cifar-classification-model

Cifar classification model using Pytorch CNN module with ResNet9 model, with CUDA for training to archive 75% accuracy

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Soumya-Chakraborty/Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning

Unsupervised video summarization with deep(GAN) reinforcement learning

Language: Python - Size: 243 KB - Last synced at: 25 days ago - Pushed at: 10 months ago - Stars: 6 - Forks: 1

ElliotY-ML/Hippocampus_Segmentation_MRI

Udacity AI for Healthcare Nanodegree Project: Measurement of Hippocampus Structure in MRI 3-D Images using Deep Learning Image Segmentation

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georgeretsi/defHTR

Deformation-invariant line-level Handwritten Text Recognition (HTR) using a convolutional-only architecture.

Language: Python - Size: 23.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray

Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁

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Akash2021/Celeberity-Detector

Detecting Celebrity face using Pytorch

Language: Python - Size: 27.6 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

knowrohit/recommendation-using-ResNet50

The hybrid recommendation system is a special type of system that used data of both collaborative data and content-based data simultaneously which helps to suggest a similar or close item to the users.

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Marcoscos/windpowerforecastDTU

Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.

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shenghaowang/cnn-for-sentence-classification

Pytorch implementation of the CNN for Chinese offensive language detection

Language: Python - Size: 3.17 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

sayedgamal99/Plant-Disease-Classifier

Language: Python - Size: 33.7 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 2

kris96tian/ECG_Data_DeepLearning

Diagnosing ‘silent’ heart attack using ECG waveforms (A Nightingale Open Science dataset) | Real dataset trained using CNNs, RNNs etc., including web-app

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Omanshu209/CNN-Classifier-Hub

Convolutional Neural Network(CNN) image classification models developed using the PyTorch library of Python!

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Deceptrax123/Pattern-Recognition-in-Abstract-art-

To model colour patterns used by various artists in their works in abstract art

Language: Python - Size: 706 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

ynsgkturk/spot_distracted_drivers

Spot Distracted Drivers using PyTorch

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

med-sci/teachmecadd

Classical cheminformatics and deep generative models

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AlgoAIBoss/Final

Language: CSS - Size: 1.78 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

whhsu2/Pap-Smear-Image-Classification

Image Classification for Pap Smear

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affromero/CNN-Classifier-Pytorch

Language: Python - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

FandosA/Face_Tracking_From_Scratch_PyTorch

Implementation of a deep learning model based on the VGG16 neural network to track faces in a video or with a camera in real time.

Language: Python - Size: 246 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

MarioPasc/Epilepsy-Displasia-focal-Segmentation

Neuroimaging Informatics Technology Initiative (NIfTI) RM (T1w & T2-FLAIR) segmentation of epilectic seizures using YOLOv8

Language: Python - Size: 100 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

josepharielct/tennis_analyzer

This project utilizes various computer vision techniques to track two tennis players, a court's key-points, and a tennis ball. It also measures the players' ball shot speed, movement speed and number of shots that they have taken.

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GabrielEdradan/HMC-Grad

Automate handwritten multiple-choice test grading with HMC-Grad, using a CNN trained in PyTorch on the EMNIST dataset and OpenCV for image processing. Input the correction key and the images of the answer sheets to receive each one's correctness and score, along with item and score analysis, in CSV and XLSX formats, and the annotated images as JPG.

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IIsameerII/Handwritten-Digit-Recognition-from-MNIST-Dataset

This project uses TinyVGG and Streamlit to classify handwritten digits.

Language: Python - Size: 9.79 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Aaron-Chang-AC/AIdea-Defect-Classifications-of-AOI

A Multi-input Fine-tuned Model for Automated Optical Inspection.

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AnityaGan9urde/ResNet34-on-Fishes

Ipython notebook for my work on creating a pretrained CNN model (ResNet-34) trained on the Fish Dataset from Kaggle

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makhanov/CNN_pytorch_adversarial_attack_Fashion_MNIST

Repository consists of pre-trained CNN model in pytorch, hitting 89% on Fashion MNIST dataset. Adversarial attack was implemented on a given model. Results are below.

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IsraelAbebe/Cats-and-Dogs-classification

AIMS-Ghana Assignment on writing an algorithm to classify whether images contain either a dog or a cat.

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mjjackey/DL_Lab_Soton

2018-2019 Semester2 at Soton, lab practice for Deep Learning

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Shikha-code36/early-exit-cnn

A deep learning framework that implements Early Exit strategies in Convolutional Neural Networks (CNNs) using Deep Q-Learning (DQN). This project enhances computational efficiency by dynamically determining the optimal exit point in a neural network for image classification tasks on CIFAR-10.

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tmfreiberg/HAM10000-skin-lesion-classification

HAM10000 Skin Lesion Classification

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Ebimsv/Deep-learning-course-PyTorch

Language: Jupyter Notebook - Size: 3.55 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

sergiosolorzano/qmnist-unity-sentis-nn

Trains convo neural network, converts to onnx, infer in Unity with Sentis NN

Language: C# - Size: 599 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

adamkurth/cxls_hitfinder

Development for peak detection at CXLS/CXFEL. Mainly focusing on deep learning CNN networks.

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srushtii-m/Jersey-City-CitiBike-Demand-Prediction

Analyzing and predicting the demand for bikes using a Spatio-Temporal Graph Convolutional Network (STGCN) model.

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CorvusBrachyrhynchos/Handwritten-Multiple-Choice-Test-Evaluator

Automate the evaluation of handwritten multiple-choice tests using our implementation, built with OpenCV, for image preprocessing, and PyTorch, for training a custom image classifier on the EMNIST dataset.

Language: Jupyter Notebook - Size: 5.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

amirBgazand/EDI

A Method to Improve Any ECG Denoising Technique In limb leads

Language: Python - Size: 18.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

pnucse-capstone/capstone-2023-1-11

심장질환 환자 ECG 데이터 분석을 위한 딥러닝 기법 설계 및 경량화 모델 구축

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zl3214/resNet-CNN--cifar10-image-classification

This repository contains the code and results for a CIFAR10 image classification project using a custom ResNet34 model.

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filippocasari/Project-Robotics-Follow-that-Thymio

Robotics, Copelia, Machine Learning

Language: Python - Size: 696 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

zykev/pose_emotion

Emotion Recognition with Walk Pose through CNN

Language: Python - Size: 1.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

SamuelLozanoJuarez/CNN_and_Diabetic_Retinopathy

Repository corresponding to the TFG 'Detection of the degree of diabetic retinopathy by means of convolutional networks' of the bachelor's degree in Bioengineering of the University of Burgos.

Language: Python - Size: 8.34 GB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

lipeeeee/luna-chess

Deep Reinforcement Learning Chess Engine in Pytorch

Language: Python - Size: 187 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

sphamtambo/cnn-drug-discovery

Biological activity classification of HIV compounds using cnn.

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Joeytonghua/cifar10_cnn

Image classification based on the CIFAR10 dataset, implemented using CNN. This is my first DL project, keep going!（基于CIFAR10数据集的图像分类，使用CNN实现。这是我DL第一个小项目，keep going！）

Language: Python - Size: 33.7 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Kunal-Attri/Few-Shot-Classification-GUI-based-Training

GUI based tool to train and develop Few Shot Classification ML model.

Language: Python - Size: 5.76 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

NMPoole/CS5199-Dissertation

Dissertation completed for the award of MSci in Computer Science. This dissertation is about automated breast cancer detection in low-resolution whole-slide pathology images using a deep convolutional neural network pipeline.

Language: Python - Size: 16.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

atreya221/ANN

Summer Camp '20

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capogluuu/Denoising-Autoencoders-with-Pytorch

Remove noise from printed text with CNN Autoencoder in Pytorch

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vatsmanish/Pytorch--Convolution-neural-network

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

hanyoseob/pytorch-mnist

Tutorial of MNIST classifier

Language: Python - Size: 190 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

KABIR-VERMA/hand_gestures_pytorch

camera based hand gestures detection for music player control using image segmentation algorithm and CNNs

Language: Python - Size: 301 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

FaraneJalaliFarahani/TransferLearningCIFAR-100

Transfer Learning to Classify CIFAR-100 images

Language: Python - Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

hritikgupta/PlantWatcher-SSD

A pytorch implementation of Single Shot Detector trained on plant images [for DESIGN PRACTICUM]

Language: Python - Size: 492 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

McKlay/cnn-companion-book

Hands-on code-first guide to mastering Convolutional Neural Networks for real-world vision tasks using PyTorch & TensorFlow — code-first, concept-rich, and deployment-aware.

Size: 797 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

HamzaMehdi12/Yolo_Models

This book discusses Object Detection model using VGG and Yolo models with Deep CNN and NN moels

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gideonsuttle/stock-market-prediction

A deep learning application using CNN and LSTM models to predict stock market prices in real-time. Built with historical NSE data, this project combines time series analysis with neural networks for financial forecasting.

Language: Python - Size: 615 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ThatAquarel/quake_matrix

Team Quake Matrix NASA Space Apps 2024 Submission - Variational Autoencoders for Data Augmentation in Lunar Seismic Frequency Domain Analysis Using Convolutional Neural Networks

Language: Python - Size: 2.71 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

CodeMaestro1/PatternTech-Suite

This repository features a collection of classical and modern pattern recognition techniques, from PCA and LDA to Perceptron and CNNs

Language: Python - Size: 9.76 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

H-Ali13381/CNN-image-classification

CNN models for image classification built in PyTorch

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SudarshanaSRao/EE541-final_project-USC

CNN to translate ASL alphabets in to text

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Mohamed-Walied/Enhanced-Object-Recognition-using-CIFAR-10

A comparative Study of TensorFlow, PyTorch and Fine-Tuned AlexNet.

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anurima-saha/Multilabel_Image_Classification

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ANYANTUDRE/Generative-Adversarial-Networks-GANs

A very basic and simple example of how to use GANs to generate fake handwritten numbers.

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techyorzl/model-architectures

A Repo that contains multiple CNN, RNN, etc models which i have implemented from scratch in PyTorch along with their reference images!

Language: Python - Size: 772 KB - Last synced at: about 1 hour ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

RamiroPadilla/Procesamiento-de-Imagenes-Sadosky2024

Curso diseñado por Fundación Sadosky

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kattat13/AWS-MachineLearning-2024

Projects from AWS & Udacity Machine Learning Scholarship

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TheDataDesk/RoWellRobot

Proactive strategies to save lives from borehole accidents

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gliuck/BrainTumorDetection

Deep Learning exam project for classifying brain MRI images as "Tumor" or "Healthy" using various CNN models, including Custom CNN, ResNet18, and ImprovedCNN.

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TristanThorn/ml-from-scratch

Code snippets for a crash course in ml & biomed eng.

Language: Python - Size: 18.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SiddiquiZainab/Student_Concentration_Detection

A computer vision project for detecting student concentration levels using image classification techniques. The concentration levels can be one amongst the following two: engaged and not engaged.

Size: 6.84 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

YowaneSan/AIG220

Deep learning course

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