Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General sustainability

General agriculture

General earth observation

General geospatial

General life sciences

General machine learning

General climate

Data Domain computer vision

General genomic

General weather

General satellite imagery

General meteorological

General biology

Type model

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

Data Domain nlp

General natural language processing

General cancer

General mlops

Integration mlflow

General image processing

General health

General hacktoberfest 2023

General oceans

Data Domain tabular

Integration dvc

General mapping

General coastal

Task image classification

General python

General whole genome sequencing

General biodiversity

Framework tensorflow

General data science

General atmosphere

General covid-19

General elevation

General cog

General strides

General neuroscience

General global

General coronavirus

General neuroimaging

General lidar

Integration git

General cities

General open source software

General ecosystems

General water

General climate model

Framework pytorch

General neurobiology

General csv

General aerial imagery

General land

General air quality

General astronomy

General archives

General transcriptomics

Task object detection

General machine learning project

General urban

General analytics

General food security

General data science project

General internet

General parquet

General energy

General bam

General gps

General continuously operating reference station - cors

General homo sapiens

General conservation

Framework scikit-learn

General tutorial

General cell biology

General cell imaging

General fastq

Data Domain 3d model

General encyclopedic

General stac

General medicine

General broadcast ephemeris

General gnss

General chemistry

General robotics

General json

General infrastructure

General gene expression

General census

General nara

General earthquakes

General biotech blueprint

General cyber security

General solar

General statistics

General magnetic resonance imaging

General signal processing

General labeled

General demography

General reference index

General ice

Task autonomous vehicles

General molecule

General protein

General mlflow-serving

General cnn

Data Domain medical imaging

Task machine translation

General vcf

General mus musculus

Task vision

General neural network

General neurophysiology

General genetic maps

General 1940 census

General video

General transportation

General multimedia

General chemical biology

General geoscience

General computer security

General biomolecular modeling

General floods

General population genetics

General fasta

General financial markets

General microscopy

General planetary

General electron microscopy

General regulatory

General osm

Task information retrieval

General population

General marine navigation

General llm

General streamlit

General ml pipelines

Task time series forecasting

General deeplearning

General data visualization

General medical

General reproducibility-challenge

Task anomaly detection

Integration arxiv

General wine quality prediction

General predictive analysis

General xgboost

Task text generation

General digital preservation

General data analytics

General market data

General civic

Task semantic segmentation

General dagshub

General genelab

General smd ai

Task denoising

General broadband

General epigenomics

General molecular docking

General metagenomics

General random forests

General long read sequencing

General blockchain

General government records

General mers

General copyright monitoring

General sars

General digital forensics

General nifti

General seismology

General traffic

General fluorescence imaging

General bathymetry

Task chatbot

Integration github

General computer forensics

General metadata

General short read sequencing

General us-dc

General genome wide association study

Integration label studio

General demographics

General survey

General amino acid

General commerce

General fast5

General regression

Task sentiment analysis

General llms

General kaggle

General economics

General rag

Task text classification

Task language modelling

General transformers

General healthcare

General artificial-intelligence

General text analysis

General segmentation

General projects

General research

General kidney

General events

General network traffic

General data cleaning

General music

General datamanipulation

General electrophysiology

Framework huggingface transformers

General movies

General free software

General txt

General x-ray tomography

General predictive modelling

Task medical image segmentation

General data analysis

General space biology

General covid

General forecast

General ensemble learning

General trading

General education

General sklearn

General complaints

General test

General deployment

General cars

Data Domain graph

Task text-to-image generation

General data

General source code

General mining software repositories

General github actions

General intrusion detection

General wildlife

Task music information retrieval

General speech processing

Task speech recognition

General data assimilation

General cover song identification

Task question answering

General microbiome

General malware

General national archives catalog

General flask

General benchmark

General organelle

General vep

General workload analysis

General detection

General art

General cram

General turbulence

General speaker identification

General variant annotation

General precipitation

General structural variation

General msa

General cloud computing

General emotion

General hydrography

General loftee

General low-pressure turbine

General near-surface air temperature

Task face recognition

General seafloor

General sqlite

General tertiary analysis

General pediatric

General prediction

General mixed file dataset

General marine mammals

Task audio classification

General netcdf

General geothermal

General green aviation

General molecular dynamics

General media

General music features dataset

General simulations

General industrial

General computational fluid dynamics

General enzyme

General protein folding

General pandas

General pharmaceutical

General marine

General museum

Task active learning

General high-throughput imaging

General hpc

General cell painting

General japanese

General datacenter

General ransomware

General datascience

General structural biology

General cmip5

General autism spectrum disorder

General virus

General cmip6

General culture

General foldingathome

General geophysics

General meta learning

General mining

General tiles

General fewshot

General acoustics

General fisheries

Data Domain reinforcement learning

General space weather

General alchemical free energy calculations

General science

General ukraine

General live song identification

General openfold

Task activity recognition

General keras

General alphafold

General scholarly communication

Task recommendation systems

General timho

General near-surface specific humidity

General hiring

General csi

General cultural preservation

General recombination maps

General protein template

General 1950 census

General bitcoin

General radiation

General histopathology

General whole exome sequencing

General automatic speech recognition

General privacy

General history

General xml

General ai voice clone app

General end to end

Task depth estimation

Task named entity recognition

General pipeline

General text

General hebrew

General linear regression

General autoencoder

General coco

General ai personal assistant

General matplotlib

General python library

General data pipelines

General monitoring

General credit card

General price

Task explainable artificial intelligence

General analysis

General generative ai

General gans

Task sequence-to-sequence language modeling

General huggingface

Task text summarization

General eda

Framework pycaret

General x-ray

General snowflake

Task object classification

General price prediction

General sports

General mnist

General disease

General wine

General mlops zoomcamp

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

General ai mlops

Task reading comprehension

General docker

General catboost

General aws

General chest cancer predition

General fastai

Task video object segmentation

General master

Task image captioning

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

Task real-time object detection

General chatgpt plugins

General gender debiasing

General modular coding

General jupyter notebook

General medical classification

General elasticnet

General julia

General continuous integration

General python pakage

Task 3d human pose estimation

General cml

Task food recognition

General aiops

General annotations

Task time series

General malaria

General nltk

Task image generation

General example

General llama2

General colab

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General social good

General bias

Task object detection in aerial images

General vector embedding database

General mammography

General convolutional neural network

General loan application

General chest x-ray

General credit card defaulter prediction

General bento ml

Task text matching

General customer sentiment analysis

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General gradient boosting

Task zero-shot object detection

General unet

General fire

General ml deployment

General ai planning

General medical terminology

General zomato

General quantitative

General image

Task music generation

General api

General dagshub as a my favourite data science tool

General duckdb

General soup

General lora

General speech

General short

Framework langchain

General disease classification

General supermarket website scraping

Task visual tracking

General neutral

General video-object-segmentation

General ai voice cloning

General minecraft circle generator

General suicide rates analysis

General discord

General portfolio

General violence detection

Task audio source separation

General sql

General object

General sometopic

Task neural architecture search

General language

General latent diffusion models

General chest disease

General cybersecurity

General first

General best pune escorts

General mouse

Task visual question answering

General soccer

General credit finance fraud

General heart valve prosthesis

Task feature engineering

Task face identification

Task meta-learning

General production optimization

Task 3d pose estimation

General understanding

General happy

General cps

General shap

General argument

General scientific documents

General neural search

General 2022 data science related notes

General default customer

General beginner

General academic

Task text-image retrieval

General tinyml

General cracks and potholes

General code review

Task colorization

General moez

Task license plate recognition

General asv

General forecasting

General chatgpt

General man naked on ice

General alpaca

General clot

General data streaming

Task object counting

Task music classification

General visualization

General deno

Task style transfer

General covid19 vaccine

General msr

General wealth

General fraud

General remote working file system

Task domain generalization

Task pose estimation

Integration jenkins

General gru

General pune escorts services

Task object skeleton detection

Task link prediction

General triplet loss

General histological segmentation

General dialogpt bot

General openai

General number recognition

General digital marketing

General generative design

General mode

General data extraction of deed of trust

General finite element method

General chexnet

General image to audio

General instruct chatgpt

General sad

General the blogger

General time prediction

General vsdvsdvsdvssf

Task data augmentation

Task speech enhancement

Task rgb-d salient object detection

General get data

General books

General car service

General yvual

General html

General house

General mikrocontrollers

General medical image classification

General ner

General development

General gis data

General quack

General script

General gaming

General credit-risk

General challenge

General apple

General devices

General vls

General phitoplankton

General food

General plant

Task transfer learning

General tumo

General women

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

Task scientific document summarization

General fastapi

General siamese network

General dental

General seo

General jitter click test

General integration

General search

General power bi

General prevention

General ctr

General scorecard

General marketing analytics

Task face sketch synthesis

General designing

General payments

General forest

General sea

General individuals

General food time delivery

General illegal deforestation

General malware detection

General oracle

General parser

General mongodb

General epu index

Task covid- diagnosis

Task aesthetics quality assessment

General spam-classifier

General reels

General fdffwfwf

Task autonomous driving

Task face model

General bark

General lungs

Task few-shot learning

General awesome list

General olympics

Task classification with binary weight network

General dsd

General bark voice cloning

Task panoptic segmentation

General tactical decision

General alzheimers

General jigsaw

General parkinson disease

General diffusion

Task natural language understanding

General credit card default prediction

General extract mfccs

General query

General detection of gaps

General mlpipelines

General large language mode

Task domain adaptation

General bug localization

Task gesture recognition

General cat

Task open information extraction

General wordle

Task content-based image retrieval

General anaomaly detection

Task multi-label text classification

General nextjs

General similarity detection

General liberia

General optical coherence tomography

General omdena-milan chapter mirrored from github repo

General gemini

General trip

Task time series analysis

General face shape classification for improving styling

Task table detection

General scw

Task object recognition

General alguae

General chat llama

General computer-aided design

General orchest

General healt

General weights and biases

General classifier

General swiggy

General ai4 sustainable agri-food

General author dwaipayan chakroborti

General random sampling

General fdfwsf

General engineer

General futbol

Task clustering algorithms evaluation

Task brain tumor segmentation

General bank

General ggs

General diabetes

General man is ugli

General evaluation

Task face detection

General dubai

General weather impacts

General vascular tissue engineering

General reviewer recommendation

Task face reconstruction

Task machine reading comprehension

General its

General type

General fitnes

General telecom

General friendship

General cognitive control

General discount

General kyc

General smiles

General clustering

General dataframe

General dinosaurs

General recipe

General precious stones

General taxi fare prediction

Task network intrusion detection

Task edge detection

General trial

Framework flax

General cell segmentation

General abc analysis

General wav

General paper

General gradio

Task hand gesture recognition

General radiometric data

General sdsd

General obesity

General tutorials

General titanic

General minecraft shapes

General agent

Task biomedical information retrieval

General open-cv

General action video games

General agents

General engine

General emoji

General yolov8

General kagle

General physics

General data review

General data version control

General imporoving logistics and optimizing routing

General triathlon

General seaborg

General movie

Task pedestrian attribute recognition

General coding

General microcontroller

General coronary plaque analysis

General wdl

General shopping

General marketing

General datellite imagery

General modern portfolio theory

General churn

General vaccine

General interpretability

General ditmodel

General webapps

General bark voice clone

General chest cancer

General java

Task news classification

General minecraft blocks

General tiger

General pickle

Task multi-task learning

General digital pathology

General man is nervous

General mosquito

General seaborn

General fauna

Task remote sensing image classification

Task face verification

General notes

General animals

General baseline

Task document layout analysis

General project

General giskard

General unit testing

General skimage

General pytest

Task salient object detection

General preverified

General finance

General pytorch2

Task sentence embeddings

General azure

General new upcoming data science projects for 2020

General notebook

General snails

General tasks

General manipu

General book

General vessel segmentation

General inventory turnover

General eye

General contrastive loss

General corpus

General explainable ai

General xyz analysis

General representation learning

General africa

General game

General semantic search

General albumentations

General vscode

General naive-bayes

General skeleton

General art generation

General accidents

Task image-to-image translation

General optimization

Task network embedding

Task face reenactment

General oci

General moldova

General runners

General credit card risk

General product webscraping on food systesms

General ecr

General 2023 data science collection repo

General pil

General ec2

General fashion images

General edema

General dynamic time warpping

General flood prediction

General seagrass

General exercise videos

Task dimensionality reduction

General computing

General documents

General video-object-segmentatino

Framework jax

General singapore

Task answer selection

General defaulter

General stroke prediction

Task sentence classification

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

Task generalized zero-shot learning

General document image

General text-to-video

General tim ho

General http traffic data

Task fine-grained image classification

General voice enabled

Task word embeddings

General hello-world

General insurance

Task homography estimation

Task hand segmentation

Task cross-modal retrieval

General newreposistory for to learning - how dagshub works

Task unsupervised facial landmark detection

Task table-to-text generation

Task robust object detection

Task event extraction

Task conditional image generation

Task weather forecasting

Task keypoint detection

Task human robot interaction

Task document classification

Task image/document clustering

Task weakly-supervised semantic segmentation

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task document summarization

Task face presentation attack detection

Task intent classification

Task image cropping

Task object localization

Task acoustic scene classification

Task binarization

Task traffic sign recognition

Task text style transfer

Data Domain point cloud

Task object tracking

Task weakly-supervised named entity recognition

Task aspect-based sentiment analysis

Task video prediction

Task depth completion

Task lesion segmentation

Task topic models

Task depression detection

Task rgb salient object detection

Task tokenization

Task optical flow estimation

Task dialogue generation

Task multiple object tracking

Task slot filling

Task music source separation

Task action classification

Task scientific results extraction

Task action anticipation

Task decision making

Task opinion mining

Task multi-object tracking

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task autonomous navigation

Task handwriting generation

Task density estimation

Task stance detection

Task community detection

Task node classification

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task contrastive learning

Task hand pose estimation

Task disparity estimation

Task 3d semantic segmentation

Task self-supervised learning

Task event-based vision

Task video summarization

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task feature selection

Task bayesian inference

Task 3d shape reconstruction

Task morphological analysis

Task trajectory forecasting

Task image stitching

Task patch matching

Task visual reasoning

Task music transcription

Task cross-lingual question answering

Task temporal action localization

Task weakly supervised object detection

Task constituency parsing

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task referring expression segmentation

Task abstractive text summarization

Task 3d action recognition

Task color image denoising

Task code generation

Task program repair

Task learning-to-rank

Task online multi-object tracking

Task scene text

Task small data image classification

Task visual dialog

Task change point detection

Task hate speech detection

Task conversational response selection

Task long-tail learning

Task trajectory prediction

Task latent variable models

Task clique prediction

Task multimodal activity recognition

Task vision and language navigation

Task human detection

Task probabilistic deep learning

Task action recognition in videos

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task offline rl

Task unsupervised machine translation

Task few-shot image classification

Task 3d reconstruction

Task dictionary learning

Task stereo matching hand

Task human action generation

Task eye tracking

Task semantic similarity

Task video generation

Task interactive segmentation

Task paraphrase identification

Task whole slide images

Task 3d hand pose estimation

Task speaker diarization

Task defect detection

Task bias detection

Task kg-to-text generation

Task scene text recognition

Task misinformation

Task abnormal event detection in video

Task semantic parsing

Task general reinforcement learning

Task stochastic optimization

Task action localization

Task relation classification

Task grasp contact prediction

Task adversarial attack

Task video inpainting

Task entity disambiguation

Task fine-grained visual recognition

Task person re-identification

Task monocular depth estimation

Task product recommendation

Task color constancy

Task image matting

Task starcraft

Task joint entity and relation extraction

Task knowledge graph completion

Task graph generation

Task scene generation

Task monocular 3d object detection

Task dialogue understanding

Task code search

Task scene segmentation

Task curriculum learning

Task simultaneous localization and mapping

Task self-supervised action recognition

Task video salient object detection

Task abusive language

Task chunking

Task 3d human reconstruction

Framework tf lite

Task text simplification

Task multi-label classification

Task structured prediction

Task 3d point cloud classification

Task dialogue state tracking

Task goal-oriented dialog

Task lexical entailment

Task eeg

Task emotion recognition

Task action segmentation

Task image clustering

Task image restoration

Task visual localization

Task discourse parsing

Task incremental learning

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task variational inference

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task dependency parsing

Task boundary detection

Task motion capture

Task motion estimation

Task gaze estimation

Task age estimation

Task adversarial defense

Task node clustering

Task semantic correspondence

Task cross-view image-to-image translation

Task imputation

Task visual place recognition

Task person search

Task deblurring

Task semi-supervised image classification

Task metric learning

Task hyperspectral image classification

Task scene flow estimation

Task motion segmentation

Task head pose estimation

Task emotion recognition in conversation

Task zero-shot learning

Task real-time semantic segmentation

Task spoken language understanding

Task entity linking

Task ssim

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task video frame interpolation

Task visual navigation

Task knowledge graphs

Task saliency detection

Task genre classification

Task 3d multi-object tracking

Task 3d object tracking

Task stereo matching

Task math word problem solving

Task continuous control

Task partial domain adaptation

Task 3d pose estimation using rgb

Task multi-person pose estimation

Task multivariate time series forecasting

Task super-resolution

Task low-light image enhancement

Task video retrieval

Task audio generation

Task video recognition

Task region proposal

Task fact verification

Task robot navigation

Task 3d shape representation

Task continual learning

Task image super-resolution

Task keyword extraction

Task graph classification

Task video-based person re-identification

Task video understanding

Task graph embedding

Task fact checking

Task multi-future trajectory prediction

Task common sense reasoning

Task automated theorem proving

Task video description

Task natural language inference

Task language identification

Task coreference resolution

Task lipreading

Task action unit detection

Task relational reasoning

Task feature importance

Task grammatical error correction

Task robotic grasping

Task self-driving cars

Integration gitlab

Task click-through rate prediction

Task image inpainting

Task compositional zero-shot learning

Task image denoising

Task speech synthesis

Task one-shot learning

Task drug discovery

Task line segment detection

Task multi-class classification

Task anomaly detection in surveillance videos

Task sketch-based image retrieval

Task question generation

Task sign language recognition

Task graph regression

Task colorectal polyps characterization

Task imitation learning

Task weakly supervised action localization

Task multimodal machine translation

Task word sense disambiguation

Task multiple instance learning

Task video super-resolution

Task data-to-text generation

Task sentence embedding

Task 3d instance segmentation

Task vehicle re-identification

Task face swapping

Task virtual try-on

Task multimodal sentiment analysis

Task scene classification

Task paraphrase generation

Task fairness

Task atari games

Task network pruning

Task activity detection

Task graph representation learning

Task retinal vessel segmentation

Task chinese named entity recognition

Task sound event detection

Task automatic post-editing

Integration new relic

Task facial expression recognition

Task point cloud registration

Task unsupervised domain adaptation

Task quantization

Task entity typing

Task emotion classification

Task single image dehazing

Task graph clustering

Task human-object interaction detection

Task video object detection

Task video classification

Task human part segmentation

Task chinese reading comprehension

Task motion prediction

Task image dehazing

Task relation extraction

Task action spotting

Task scene recognition

Task community question answering

Task instance segmentation

Task video semantic segmentation

Task text-to-sql

Task nested named entity recognition

Task handwriting recognition

Integration google cloud storage

Task animal pose estimation

Task part-of-speech tagging

Task synthetic-to-real translation

Task image quality assessment

Task passage retrieval

Task cross-lingual transfer

Task fake news detection

Task multi-document summarization

Task unsupervised object segmentation

Task fine-grained visual categorization

Task semi-supervised video object segmentation

Task image retrieval

Task audio tagging

Task rectification

Task transliteration

Task skeleton based action recognition

Task causal inference

Task face alignment

Framework spacy

Task cross-lingual ner

Task unsupervised image classification

Task video reconstruction

Task visual odometry

Task 3d object detection

Task image enhancement

Task outlier detection

Task source code summarization

Task action detection

Task saliency prediction

Task intent detection

Task core set discovery

Task lesion classification

Task face anti-spoofing

Task 3d pose estimation using rgbd

Task sarcasm detection

Task speech separation

Task scene text detection

Task crowd counting

Task knowledge base question answering

Task action quality assessment

Task unsupervised anomaly detection

Task multi-agent reinforcement learning

Task dense pixel correspondence estimation

Task semantic textual similarity

Task keyword spotting

Task image compression

Task video captioning

Task open-domain question answering

Task matrix completion

Task out-of-distribution detection

Task vision-language navigation

Task semantic role labeling

Task tumor segmentation

Task sign language translation

Task document ranking

Task action recognition

Task real-time strategy games

New topics will be added to the General category. Only displaying topics that weren't autoscanned from topics file

You have to be logged in to leave a comment.

Literature Review

Getting Started with Monocular Depth Estimation?

?

Ideas

Interesting to note none of the datasets below include a lot of people. I think this might become one of the challenges of this project. Link to issue for this idea

Datasets

NYU Depth Datasets V1 + V2 – V1: Labeled data ~4GB, raw data ~90GB. V2: Labeled data ~2.8GB, raw data ~428GB.
- Indoor scenery as well as outdoor
KITTI Dataset – Annotated depth maps data ~14GB, seems entrie dataset is ~175GB
- Mainly scenery from driving
DIML RGB+D Dataset – Some inside and outside scenes. No faces or people.

Relevant Links

Papers w/ Code - Monocular Depth Estimation task search.
UI for non-open-source depth map from 2d image – Based on older model Monodepth.

Papers

BTS Paper on arXiv
Connected Papers Graph for BTS Paper – Interactive link

Implementations

Monodepth2 - not open source
BTS-PyTorch - Open source implementation in pytorch of BTS which has best results on KITTI and NYU-depth-V2
Vid2Depth - Open source Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints
Simple Colab Demo of BTS – A straightforward to use simple app that uses the above implementation of BTS and let's users upload a photo and get a predicted depth map

Tip!

Press p or to see the previous file or, n or to see the next file

Use Google Storage

Select bucket

Upload key

Finish

Use Google Cloud Storage!

Browsing data directories saved to Google Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Existing keys:

gs://dagshub-savta-depth

Nov 13, 2020

Specify your Google Storage bucket

Bucket url and prefix

Congratulations!

SavtaDepth is now integrated with Google Cloud Storage!