resnet-18

Light-weight Single Person Pose Estimator

Towards deepfake detection that actually works

pytorch implement of Lookahead Optimizer

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

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

基于tf.keras的多标签多分类模型

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

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

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.

Code and example data repository for Mommert (2020): Cloud Identification from All-sky Camera Data with Machine Learning, Astronomical Journal, 159

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

Post-training static quantization using ResNet18 architecture

Use FCOS model to Check whether people wear masks

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

COVID-19 diagnosis using Deep Convolutional Neural Networks in Tensorflow. High performance, resource intensive model.

A squeeze-and-excitation enabled ResNet for image classification

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

Basic reference for Multi View Classification - mvcnn

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

A jupyter notebook is provided for in-depth explanation.

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

tf-keras-implemented YOLOv3

resnet(-v2) tensorflow

My PyTorch implementation of CNNs. All networks in this repository are using CIFAR-100 dataset for training.

Estimator for pitch, yaw, and roll values of head

This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model

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

Code showing how to port ResNet Pytorch weights to Tensorflow 2.0