aia39

Activity-Classification-from-First-Person-Office-Videos-with-Visual-Privacy-Protection

This is the official repository of the paper titled 'Activity Classification from First Person Office Videos with Visual Privacy Protection' which is accepted in IC4IR 2021.

Arithmetic-Logic-Unit-ALU-Design-and-Simulation-In-Verilog-and-Proteus

This is a repository for our EEE 304 course project. The name of the course is Digital Electronics Laboratory. We have explored the ALU section of modern CPU using the concept of elementary digital electronics. Here verilog HDL was coded using Quartus II 9.0 version software and 4 bit ALU hardware design was done using Proteus software.

ML-DL-others-Research-Paper-List

This is organized repo where i collect all my read or paper which i find interesting

Object-Based-Mask-Generation

Object based mask generator is used to generate mask from a video from dataset of Office activity recognition.Mainly the task of this is to differentiate the video from irrelevant background object so that network can concentrate into important objects to classify better.

Privacy_Protection_MASKRCNN_Resnet101

This is task 2 of VIP CUP 2019.Here we are providing security to sensitive objects while recognizing human activities captured by body cameras

SORT-Multiple-Car-Tracking-using-YOLOv5

This is a Multi object tracker. Mainly it was build for tracking car movement in a junction.

Synthetic-Tabular-Data-Generation-using-CTGAN-and-classify-with-XGboost

This is the repository to generate synthetic tabular data when the tabular data has imbalance in some feature.

TVL1_Optical_Flow_FrameGeneration

Generating optical flow frame by using TVL1 algorithm in organized way is not so difficult. But for a newbie it is toilsome to find this easier task. TVL1 is most popular way to generate optical flow frame which outperforms most other algorithm but lacks processing speed.

Unsupervised_Anomaly_Detection_from-Multimodal_sensorial_info_of_Drone_by_Isolation-Forest

Unsupervised anomaly detection is now a days very vital thing in digital world.Anomaly always expected to happen rarely so unsupervised approach is necessary to deal with it.Isolation forest is one of the renowned method to detect anomaly unsupervised manner.Various use of isolation forest is showed in the repository.Anomaly detection from a heterogeneous autonomous system is mainly presented here.A multimodal sensorial information is used to detect anomaly and quantifying it in every timestamp.

X-ray-Computed-Tomography-Sinogram-Data-Generation-from-Microwave-Tomography-Measurements-Using-Deep

aia39/pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

aia39/Privacy_Protection_MaskRCNN_InceptionV2

This project was a part of our VIP CUP 2019 competition.It was task 2 of this year problem.Any privacy sensitive object should be preserved with privacy.

aia39/Soccerbot

For the enthusiast who loves to build soccerbot where code is simple as bot is manually controlled