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Hi! I'm Talha. I am a PhD student at Purdue University, focusing on Robot Learning. Previously, I developed and deployed AI pipelines for 2D/3D object detection and segmentation tasks. Before that, I worked on using Deep Learning to segment 3D MRI scans with (inherent) class-imbalance.

For queries, feel free to email.

Talha Bukhari's Projects

alrao icon alrao

Implementation of "Learning with Random Learning Rates" in PyTorch.

anything-llm icon anything-llm

Open-source ChatGPT experience for both open and closed source LLMs, embedders, and vector databases. Unlimited documents, messages, and concurrent users with permission management in one app.

arc icon arc

A vision-based Automatic Retail Checkout System

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

batchviewer icon batchviewer

A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bundlesdf icon bundlesdf

[CVPR 2023] BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects

chamferdist icon chamferdist

Pytorch package to compute Chamfer distance between point sets (pointclouds).

cvat icon cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

deblurgan icon deblurgan

Image Deblurring using Generative Adversarial Networks

deepmedic icon deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

deepsdf icon deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

diffco icon diffco

An algorithm for differentiable proxy collision detection for robot trajectory optimization.

dist-renderer icon dist-renderer

DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing (CVPR 2020).

factor-fields icon factor-fields

[SIGGRAPH 2023] We provide a unified formula for neural fields (Factor Fields) and a novel dictionary factorization (Dictionary Fields)

fbpinns icon fbpinns

Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

gibsonenv icon gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

habitat-sim icon habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

hdc-net icon hdc-net

HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation

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