Arnab Biswas's repositories
Depth-Anything-V2
Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation
DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
MedSAM
This the official repository for MedSAM: Segment Anything in Medical Images.
CLIP_prefix_caption
Simple image captioning model
mediapipe_demo_bdss
Face and hand detection demos using webcam based on the mediapipe package.
DeepCore
Code for coreset selection methods
StyleNeRF
This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"
CS791
Project: Predicting mTBI Status using EEG data
Same-Size-K-Means
A k-means variation that produces clusters of the same size utilizing the scikit-learn API and related utilities
FAED-50-Dataset-for-DE-Eye
A finely annotated eye dataset denoted as FAED-50 has been built and published to give all researchers working in the area of eye localization the possibility to compare the quality of their eye localization algorithms with others. During the annotation, the complete contour of the eye including the pupil, iris, upper eyelid and lower eyelid are labelled. Therefore, the dataset can be used not only for the test of pupil localization or iris localization, but also for the segmentation of eyes. The images are captured under the near-infrared environment with a low-cost camera.
Mathematics-Textbooks
"It is the story that matters not just the ending."― Paul Lockhart
nh2020-curriculum
Materials for NH2020
PRML
Python implementations (on jupyter notebook) of algorithms described in the book "PRML"
arnabiswas.github.io
Personal website
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
paper-compilation
A collection of papers
PyTorchSteerablePyramid
PyTorch implementation of the Complex Steerable Pyramid