Atharva Bankar's repositories
Weapon-Detection
Detection of people and weapons from video footage or images. The detection time was 30ms - 35ms per frame with Darknet-YOLOv4. A custom dataset was used for the training of the object detection model and data integration was performed using OIDv4 ToolKit.
BitcoinHeist
Autoencoder & Variational Autoencoder for data augmentation and checking data authenticity with ML models.
Claims-Management
Machine Learning models for helping BNP Paribas Cardif accelerate its claims process
Nano-Satellite
Object Detection & Image Segmentation on Satellite Images
Showroom-Management-System
Showroom Management - Database Management System
Automatic-Speech-Recognition
Speaker Independent Automatic Speech Recognition for continuous audio.
Cycle-GANs
Implementation of Cycle-GANs from scratch for paired image translation.
Kissan-Mitra
App Dev & Amazon Sagemaker ML model deployment - Alternate Crop Recommender according to Kharif/Rabi season
SegFormer-B0
Implementation of transformer based SegFormer-B0 from scratch for semantic segmentation.
SOLO-Instance-Segmentation
Implementation of SOLO (Segmenting Objects by Locations) Instance Segmentation algorithm from scratch
Tag-Prediction-on-Stack-Overflow-Posts
Using NLP or prediction of stack overflow posts using linear models for multi-class classification
uptane
Uptane: Secure Framework for Automotive Software Updates: Reference Implementation and Demonstration code
VAE-and-GANs
Implementation of VAEs and GANs from scratch.
Adversarial-Attacks-on-CNNs
Adversarial attacks on CNNs using gradients of the network
Faster-RCNN-Object-Detection
Implementation of Faster-RCNN Object Detection algorithm from scratch
YOLO-Object-Detection
Implementation of YOLO (You Only Look Once) Object Detection algorithm from scratch