hasibzunair
🇧🇩 Computer Vision Ph.D @ Concordia University | Prev. ML @Decathlon, @Ericsson.
Concordia UniversityMontréal, Quebec, Canada
Pinned Repositories
3D-image-classification-tutorial
Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.
adversarial-lesions
[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning
boss-detector
Change monitor screen when your boss is coming towards you!
fifa-tryon
[BMVC'2022] Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On
MoNuSAC-ISBI-2020
[TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.
pynotify
A Python package to send emails like humans (i.e. two lines of code).
sharp-unets
[CIBM'2021] Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation
synthetic-covid-cxr-dataset
[ICML'2021 WCB] Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis.
unconventional-wisdom
[ICBSLP'2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition
uniformizing-3D
[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.
hasibzunair's Repositories
hasibzunair/adversarial-lesions
[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning
hasibzunair/fifa-tryon
[BMVC'2022] Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On
hasibzunair/neural-nets-for-babies
Tutorial materials for Part of NSU Intro to Deep Learning with PyTorch.
hasibzunair/RSUD20K
[ICIP'2024] Official code for paper RSUD20K: A Dataset for Road Scene Understanding In Autonomous Driving
hasibzunair/masksup-segmentation
[BMVC'2022 Oral] Official code for Masked Supervised Learning for Semantic Segmentation.
hasibzunair/research-notes
Stuff I find useful, mostly on AI research and computer vision.
hasibzunair/cv-pytorch-tutorials
Tutorials on deep learning in computer vision with PyTorch.
hasibzunair/peekaboo
[BMVC'2024] Official code for PEEKABOO: Hiding Parts of an Image for Unsupervised Object Localization.
hasibzunair/imagercg-waiter
Build and Deploy Custom Docker Images for Object Recognition, Towards AI, 2023.
hasibzunair/fifa-demo
[BMVC'2022] Demo code for Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On
hasibzunair/hasibzunair.github.io
Repo for my portfolio website: http://hasibzunair.github.io/
hasibzunair/ieee19-py
Repo for the material of the Programming with Python workshop at NSU
hasibzunair/image-search-weaviate
Leveraging vector databases with embeddings for fast image search and retrieval, Towards AI, 2024.
hasibzunair/intro-ml-tutorial
Tutorial materials for Ericsson AI & ML Upskill Program 2021. See also https://github.com/myconcordia/A2I2
hasibzunair/learn-jax
Some code written while learning JAX. Mostly neural nets.
hasibzunair/learn-mlops
Code and notes I am writing while learning MLOps.
hasibzunair/learn-pytorch
Some neural nets written while learning PyTorch.
hasibzunair/mlcv-readme-template
A template README/workflow for any ML based research project.
hasibzunair/msl-recognition
[WACV'2024] Official code for paper Learning to Recognize Occluded and Small Objects with Partial Inputs.
hasibzunair/Awesome-Unsupervised-Object-Localization
Curated list of awesome works on unsupervised object localization in 2D images.
hasibzunair/generative-models-tutorial
Tutorial materials for Ericsson AI & ML Upskill Program 2023-2024.
hasibzunair/learn-docker
Code I am writing while learning Docker, mostly for my reference.
hasibzunair/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
hasibzunair/masters-thesis-projects
A list to all my projects done during and for my Masters.
hasibzunair/my-lfs
Repo for random large files like models and datasets used in my various projects.
hasibzunair/phd-thesis-projects
A list to all my projects done during and for my PhD.
hasibzunair/plugnplay
Repo for code snippets that are reused in my projects.
hasibzunair/python-actions-examples
Github Actions workflow files.
hasibzunair/ukan-peekaboo
[Failed!] UKAN with Peekaboo via Knowledge distillation
hasibzunair/YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.