Kunal Dargan's repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
Awesome-Video-Instance-Segmentation
A list of video instance segmentation (VIS) papers
Ofscreen_Rendering
A descriptive toy example based exercises on https://learnopengl.com/ and http://www.opengl-tutorial.org/
AnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
bts
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
chai3d_Simulator
The Open Source Haptic Framework
cocoapi
COCO API Customized for YouTubeVIS evaluation
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
dsai-gate
A Repository consisting resources primarily of the Gate DA and AI
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
interviews
Everything you need to know to get the job.
ISINet
Pytorch implementation of the MICCAI 2020 paper ISINet: An Instance-Based Approach for Surgical Instrument Segmentation.
JOINT
Official implementation of the ICCV 2021 paper "Joint Inductive and Transductive Learning for Video Object Segmentation"
Kunaldargan
About Me
machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
MaskTrackRCNN
MaskTrackRCNN for video instance segmentation based on mmdetection
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
monodepth2
[ICCV 2019] Monocular depth estimation from a single image
Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
pytracking
Visual tracking library based on PyTorch.
Self-Learning
Books Papers, Courses & more I have to learn soon
SeqFormer
SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)
sequitur
Library of autoencoders for sequential data
STCN
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
VNext
Next-generation Video instance recognition framework on top of Detectron2 which supports SeqFormer(ECCV Oral) and IDOL(ECCV Oral))