Huyt's starred repositories
DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
Papers on Graph neural network(GNN)
annotated-transformer
An annotated implementation of the Transformer paper.
3D-PointCloud
Papers and Datasets about Point Cloud.
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Sound-Anomaly-Detection
A machine learning model that is able to monitor the operations and identify anomalies in audio sounds of the manufacturing equipment.
SoundAnomalyDetectionfromScratch
This is an implemenation of feature extraction in sound from scratch
ToyADMOS-dataset
Dataset and its sample codes for anomaly detection in sound.
awesome-video-anomaly-detection
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
Motorbike-Helmet_detection-using-YOLOV3
This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention of high-quality cameras and the development of the state of art in AI, the surveillance system willing to use AI system to detect whether passengers are wearing helmets or not. In this category I have built a model, first, it can be able to detect the motorcycle, then it will find out who is riding the bike. Finally, it will determine whether the person is wearing a helmet or not. To that end, I trained the pre-trained model SSD-MobileNet-V1 to detect motorcycles and humans.