Towards deepfake detection that actually works

Light-weight Single Person Pose Estimator

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

pytorch implement of Lookahead Optimizer

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

基于tf.keras的多标签多分类模型

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

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

Collection of tensorflow notebooks tutorials for implementing some basic Deep Learning architectures.

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

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

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

A simple TensorFlow 2 implementation of ResNet-18

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

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

Use FCOS model to Check whether people wear masks

Post-training static quantization using ResNet18 architecture

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.

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