tonmoy-saikia

coding-interview-university

A complete computer science study plan to become a software engineer.

3D-Machine-Learning

A resource repository for 3D machine learning

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

lightly

A python library for self-supervised learning on images.

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

latexcv

:necktie: A collection of cv and resume templates written in LaTeX. Leave an issue if your language is not supported!

data-science-question-answer

A repo for data science related questions and answers

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

awesome-neural-rendering

Resources of Neural Rendering

SAN

Exploring Self-attention for Image Recognition, CVPR2020.

ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)

awesome-object-proposals

A curated list of object proposals resources for object detection

DETReg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

laion-3d

Collect large 3d dataset and build models

ViP

Official implementation of the paper Visual Parser: Representing Part-whole Hierarchies with Transformers

FRN

(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks

3D_Ground_Segmentation

A ground segmentation algorithm for 3D point clouds based on the work described in “Fast segmentation of 3D point clouds: a paradigm on LIDAR data for Autonomous Vehicle Applications”, D. Zermas, I. Izzat and N. Papanikolopoulos, 2017. Distinguish between road and non-road points. Road surface extraction. Plane fit ground filter

dti-clustering

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

unimoco

UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning

LSMOL

[NeurIPS 2022] 4D Unsupervised Object Discovery

DRN-WSOD-pytorch

Enabling Deep Residual Networks for Weakly Supervised Object Detection

SCL

:page_facing_up: Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

WSOD2

[ICCV'19] WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection

dti-sprites

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

DCA-SRSFE

This is the code related to "Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds" (CVPR 2022).

Remembering-for-the-Right-Reasons

Official Implementation of Remembering for the Right Reasons (ICLR 2021)

autodispnet

Code for AutoDispNet (ICCV 2019)

understanding_flow_robustness

Official repository for "Towards Understanding Adversarial Robustness of Optical Flow Networks" (CVPR 2022)

rohl