Pinned Repositories
1D-Kuramoto-Sivashinsky-Equation
Solution to 1D KS equation using Convolutional Neural Networks in Phiflow.
2D-Sphere-Packing-using-Differential-Physics
Solution of 2D Sphere Packing Problem due to Overlapping Potentials using Differential Physics in PhiFlow
3D-Ray-Tracer
3D Ray Tracer App using SDL2 Media Layer
Aerial-Semantic-Segementation
Semantic Segmentation for 2D Aerial Drone Imagery using a Unet model
DeepSDF-and-3D-EPN
3D shape reconstruction with DeepSDF and 3D EPN using the ShapeNet Dataset
LoRA-BERT
BERT_Sentiment_Classification
Pedestrian-Distribution-using-VAE
Implemented and tested VAE for MNIST digit generation and then trained it to generate pedestrian distribution in a given space.
Pedestrian_sim
A GUI based notebook for visualizing crowd simulation based on Cellular Automata Approach
Topic-Modelling
Topic Modelling using BERTopic
YOLOV3_SSD
YOLOV3 vs SSD Object Detection on KITTI (tiny) dataset
kbali1297's Repositories
kbali1297/DeepSDF-and-3D-EPN
3D shape reconstruction with DeepSDF and 3D EPN using the ShapeNet Dataset
kbali1297/Aerial-Semantic-Segementation
Semantic Segmentation for 2D Aerial Drone Imagery using a Unet model
kbali1297/2D-Sphere-Packing-using-Differential-Physics
Solution of 2D Sphere Packing Problem due to Overlapping Potentials using Differential Physics in PhiFlow
kbali1297/Pedestrian-Distribution-using-VAE
Implemented and tested VAE for MNIST digit generation and then trained it to generate pedestrian distribution in a given space.
kbali1297/Pedestrian_sim
A GUI based notebook for visualizing crowd simulation based on Cellular Automata Approach
kbali1297/1D-Kuramoto-Sivashinsky-Equation
Solution to 1D KS equation using Convolutional Neural Networks in Phiflow.
kbali1297/3D-Ray-Tracer
3D Ray Tracer App using SDL2 Media Layer
kbali1297/3DCNN-and-PointNet
Implementations of 3DCNN and PointNet Models for 3D Shape Classification and Segmentation
kbali1297/adopt-py
Python package for AI-driven design and optimization of scientific simulators
kbali1297/jax-am
Additive manufacturing simulation with JAX.
kbali1297/jaxfluids
jaxfluids.
kbali1297/mlcms-2
ML in Crowd Modelling & Simulation | Exercise #2
kbali1297/MLCMS-exercises
Exercises for the course of Machine Learning in Crowd Modelling and Simulation @ TUM
kbali1297/Object-Detection-Pytorch
kbali1297/PhiFlow
A differentiable PDE solving framework for machine learning
kbali1297/Smoke-Reconstruction-using-Density-Priors
Trained a neural network that reconstructs smoke simulation from an only partially observed sequence of state,s which are the x- and y-projections of the smoke density over time, the full physical states.
kbali1297/Vector-Field-Learning-using-RBFs
Task 3: Vector Function representing a dynamical system of points was learned using Radial Basis Functions. Task 5 : Taken's theorem was applied to create a time delay embedding. The PCA version of this curve was learnt by the RBFs to predict MI building utilization for longer duration.
kbali1297/YOLOV3_SSD
YOLOV3 vs SSD Object Detection on KITTI (tiny) dataset
kbali1297/LoRA-BERT
BERT_Sentiment_Classification
kbali1297/Topic-Modelling
Topic Modelling using BERTopic
kbali1297/CAPTCHA_OCR
kbali1297/DS-demo
Portfolio Project
kbali1297/heuristics
Copilot assisted algorithms and heuristics
kbali1297/hugging-face-demo2
kbali1297/invertible-neural-networks
Tutorials for invertible neural networks.
kbali1297/kbali1297.github.io
kbali1297/mlops-template
MLops template for deployment
kbali1297/PointNet_Semantic_Seg
Semantic segmentation on pointclouds using PointNet