NazirNayal8

RbA

Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)

UEM-likelihood-ratio

Official Code for "A Likelihood Ratio-Based Approach to Segmenting Unknown Objects"

mathematical-endeavors

Implementations of Maths Algorithms related to Machine Learning in the hope of understanding them better

cvad-sp22-hw3

Solution to HW3 of CVAD Course Spring 2022 - Optical low and Visual Odometry

Standardized-max-logits

Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation (ICCV 2021 Oral Presentation)

paying-attention-to-the-long-tail

analyze

some tools for data analysis and visualization

batu-algorithms

cvad_hw1

cvad_hw2

cvpr-latex-template

Extended LaTeX template for CVPR/ICCV papers

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

FASeg

This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".

fishyscapes

Benchmark for Anomaly Detection in Semantic Segmentation

good

[ICLR'23] GOOD: Exploring Geometric Cues for Detecting Objects in an Open World

jax-vqvae-gpt

Implementation of VQ-VAE with a GPT-style sampler in the JAX and Haiku ecosystem.

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

moose_eccv2022

mvsplat

🌊 [ECCV'24 Oral] MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

nazirnayal.github.io

My Personal Website

nuscenes-devkit

The devkit of the nuScenes dataset.

OneFormer

[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation, 2022

PEBAL

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

ProtoSeg

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

selim-algorithms

Learning Algorithms

siren

source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"

ViT-Adapter

Vision Transformer Adapter for Dense Predictions