resnet

Commercial iOS fall detection app. Connects to a Polar H10 device for triaxial acceleromter and ECG signals. These signals are passed to a trained ResNet152 model using Tensorflow background processes for live inference.

ecg accelerometer resnet fall-detection swiftui tensorflow-lite resnet152 mobile-machine-learning polar-h10

Updated Jun 20, 2024
Swift

aaleksandraristic / Intelligent-ECG-Diagnostic-System-based-on-CNN-Models

Star

Implement an intelligent diagnostic system capable of accurately classifying cardiac activity. By analyzing ECG images or electronic readings, the system aims to detect various abnormalities, including distinguishing normal vs. abnormal heartbeats, identifying myocardial infarction (MI) and its history, and assessing the impact of COVID-19.

machine-learning deep-neural-networks deep-learning image-classification resnet convolutional-neural-networks ecg-signal vgg16 cnn-keras cnn-model classification-algorithm resnet-50 image-preprocessing vgg16-model ecg-classification

Updated Jun 20, 2024
Jupyter Notebook

aaleksandraristic / Innovative-Skin-Cancer-Screening-ISCS-utilizing-CNN-models

Star

The goal of this project is to employ deep learning models and advanced techniques to identify abnormalities by analyzing images of the skin tissues.

python deep-neural-networks image-processing image-classification densenet resnet convolutional-neural-networks cnn-keras cnn-model cnn-classification googlenet-inception-network

Updated Jun 20, 2024
Jupyter Notebook

zjhellofss / KuiperInfer

Star

带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

deep-neural-networks caffe deep-learning graph-algorithms inference pytorch yolo convolution diy resnet maxpooling sigmoid inference-engine ncnn relu yolov5 pnnx

Updated Jun 19, 2024
C++

Pale-Blue-Dot-97 / Minerva

Star

Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

python deep-neural-networks deep-learning cnn pytorch remote-sensing neural-networks resnet fcn multi-layer-perceptron torchvision multi-spectral land-cover-classification torchgeo

Updated Jun 21, 2024
Python

PaddlePaddle / PaddleX

Star

PaddlePaddle End-to-End Development Toolkit（飞桨低代码开发工具）

deep-neural-networks deployment detection neural-networks classification segmentation resnet deeplearning mobilenet

Updated Jun 20, 2024
Python

huggingface / pytorch-image-models

Star

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Updated Jun 19, 2024
Python

akamaster / pytorch_resnet_cifar10

Star

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

pytorch resnet cifar resnet110 resnet20 resnet32 resnet44 resnet56 resnet1202 resnet-cifar torchvision-models-cifar

Updated Jun 18, 2024
Python

neuralmagic / sparsezoo

Star

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

nlp computer-vision deep-learning-algorithms yolo resnet pruning transfer-learning pretrained-models quantization mobilenet deep-learning-models object-detection-model sparsification-recipe smaller-models sparse-quantized-models models-optimized

Updated Jun 18, 2024
Python

YapWH / EZAutoMate

Star

EZAutoMate: Your AI-powered Car Sales Advisor

statistical-learning resnet xlstm

Updated Jun 18, 2024
Jupyter Notebook

kaushikrohit004 / Synesthetic-Culinary-Navigator

Star

Created an AI to match food images with recipes, beating benchmarks with ResNet and BERT. Achieved top-10 recall of 82.49% and a median rank of 1 using triplet loss networks.

ai resnet bert recipe-generator