timho102003/pytorch-image-classification | DagsHub

Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General machine learning

General sustainability

General mlops

General agriculture

General earth observation

General life sciences

General geospatial

Data Domain computer vision

Type model

General deep learning

General climate

Integration mlflow

General genomic

General weather

Task classification

General biology

General satellite imagery

General meteorological

General genetic

General environmental

General data science

General python

Task disaster response

General machine learning project

General bioinformatics

Data Domain audio

General hacktoberfest

General natural language processing

Data Domain nlp

General natural resource

General imaging

Integration dvc

Task image classification

General cancer

General health

General image processing

Framework tensorflow

Data Domain tabular

General data science project

Framework scikit-learn

General oceans

General hacktoberfest 2023

General mapping

Task object detection

General mlflow-serving

Framework pytorch

General coastal

General whole genome sequencing

Integration git

General biodiversity

General dagshub

General covid-19

General atmosphere

General elevation

General cog

General strides

General neuroscience

General csv

General water

General open source software

General cities

General lidar

General llm

General global

General coronavirus

General neuroimaging

General analytics

General tutorial

General ecosystems

General ml pipelines

General climate model

General neurobiology

General aerial imagery

General mlflow tracking

General artificial-intelligence

Data Domain medical imaging

General air quality

General archives

General transcriptomics

General astronomy

General land

General urban

Integration github

General medicine

General energy

General mlfow

General food security

General cyber security

General dvc pipeline

General internet

General regression

General parquet

General gps

General bam

General healthcare

General continuously operating reference station - cors

General cnn

Data Domain 3d model

General homo sapiens

General prediction

General conservation

General cell imaging

General fastq

General financial markets

General stac

General neural network

General cell biology

General encyclopedic

General wine quality prediction

General broadcast ephemeris

General mlflow with dagshbub

General gnss

General json

General census

General machine learning pipeline

Task time series forecasting

General nara

General statistics

General deeplearning

General robotics

General gene expression

General earthquakes

General chemistry

General infrastructure

General medical

General llms

General signal processing

General data analytics

General labeled

General pipeline

General solar

General github actions

General biotech blueprint

General magnetic resonance imaging

Task chatbot

General protein

General demography

General docker

General finance

Task vision

Task sentiment analysis

Task anomaly detection

Framework ultralytics yolo

General reference index

Task autonomous vehicles

General molecule

General ice

General data visualization

General random forests

Task machine translation

General end to end

General deployment

General vcf

General computer security

General transportation

General mus musculus

General streamlit

Framework huggingface transformers

General 1940 census

General fasta

General genetic maps

General neurophysiology

General yolo

General video

General chemical biology

General geoscience

General kidney

General multimedia

General predictive analysis

Task information retrieval

General mlops learn pipelines

Task recommendation systems

General generative ai

General floods

General population genetics

General marine navigation

General biomolecular modeling

General population

General network security

General osm

General electron microscopy

Task semantic segmentation

General planetary

General regulatory

General datascience

General microscopy

General detection

Task text generation

General fastapi

General transformers

Task active learning

General test

General xgboost

General rag

Task medical image segmentation

General ai mlops

General text analysis

General reproducibility-challenge

Integration arxiv

General machine-learning

Task text classification

General segmentation

Task denoising

General economics

General experiment tracking

General digital preservation

General model tracking

Integration label studio

General security

General metadata

General research

General predictive modelling

General civic

General mlops zoomcamp

General market data

Task classification with binary neural network

General flask

General dagshub as a my favourite data science tool

General wine

General smd ai

General genelab

General datamanipulation

General aws

General nifti

General fast5

General broadband

General time prediction

General seismology

General molecular docking

General sars

General us-dc

General copyright monitoring

General metagenomics

General short read sequencing

General government records

General commerce

General mers

General kaggle

General disease classification

General ml deployment

General traffic

General aws deployment

Task language modelling

General disease

General long read sequencing

General survey

General fluorescence imaging

General projects

General education

General network traffic

General computer forensics

General blockchain

General yolov8

General sklearn

General demographics

General genome wide association study

General bathymetry

General epigenomics

General amino acid

General digital forensics

General mining software repositories

Data Domain reinforcement learning

General keras

Task object classification

Task time series

General data analysis

General cloud computing

General gis data

General data version control

General classifier

General convolutional neural network

Data Domain graph

General deep-learning

General mlops-experiment-with-mlflow

Task audio classification

General medical image classification

General cars

General data

General science

General openai

General linear regression

General electrophysiology

General learning

General movies

General data pipelines

General forecast

General events

General source code

General data cleaning

General free software

General model training

Task text-to-image generation

General music

Task pose estimation

General giskard

Framework pycaret

General ai personal assistant

General girl

Integration gitlab

General demo

Task face recognition

General forecasting

Task music information retrieval

General churn

General mlop

Task speech recognition

General emotion

General snowflake

General credit card

General speech processing

General price

General assistant

General bitcoin

General wildlife

General monitoring

General news

General pandas

General x-ray tomography

General intrusion detection

General machine learning engineer

General complaints

General computational fluid dynamics

General elasticnet

General end to end ml process

General mining

General agents

General coco

General art

General cicd

General protein template

General covid

General artificial intelligence

General space biology

General txt

Task image generation

General variant annotation

General loan application

General data sceince

General gans

General sports

General ensemble learning

General analysis

General version control

General python library

General trading

Task question answering

General industrial

Task activity recognition

General geophysics

General alphafold

General ai planning

General automatic speech recognition

General annotations

General xml

General documents

General marine

General cmip6

General history

General protein folding

General molecular dynamics

General low-pressure turbine

General cell painting

General machine learning ops

General api

General scholarly communication

General customer churn

General pediatric

General structural biology

General high-throughput imaging

Task transfer learning

General mnist

General mixed file dataset

General python pakage

General heroku

General acoustics

General datacenter

General openfold

General chest cancer predition

General tracking

General house

General cmip5

General autism spectrum disorder

General virus

General culture

General green aviation

General seafloor

Task image captioning

General precipitation

General space weather

General live song identification

General speaker identification

General hiring

General national archives catalog

General geothermal

General vep

General csi

General japanese

General simulations

General fisheries

General pharmaceutical

General enzyme

Task news classification

General fewshot

General cram

General tiles

General whole exome sequencing

General foldingathome

General modular coding

General meta learning

General hpc

General etl

General recombination maps

General networksecurity

General physics

General timho

Task named entity recognition

General malware

General structural variation

General images

Task feature engineering

General ukraine

General cybersecurity

Framework langchain

General near-surface air temperature

General marine mammals

General price prediction

General 1950 census

General sqlite

General colab

General organelle

General radiation

General near-surface specific humidity

General turbulence

General workload analysis

General football

General evidently

Task explainable artificial intelligence

General diabetes

General alchemical free energy calculations

General cultural preservation

General microbiome

General machine

General benchmark

General autoencoder

General histopathology

General airflow

General html

General privacy

General msa

General hydrography

General loftee

General museum

General tertiary analysis

General netcdf

General data assimilation

General network security on phishing data

General media

General cover song identification

General music features dataset

General ransomware

General eda

General customer sentiment analysis

General webapps

General fire

General chest x-ray

Task super-resolution

General medical classification

General aiops

General iamges

General tutorials

General ocr

General model calibration

Task graph classification

General clustering

General chat llama

Integration s3 compatible storage

General lungs

General huggingface

Task network intrusion detection

General study

General banking

General spam-classifier

Task automl

General development

General jupyter notebook

General image classifier

General yolov11

Task graph representation learning

General neural networks

General gpt

General gradient boosting

General image

General lstm

Task depth estimation

General heart disease predicton

General npc

General bento ml

General transactional data

General ai voice clone app

General chest disease

General labelling

General credit card risk

Task object detection in aerial images

General mri

General inference

Task text summarization

General fraud

General matplotlib

Task sequence-to-sequence language modeling

General ml pipeline

General pipelines

General text

General yolov5

Task classification with binary weight network

General credit card defaulter prediction

General x-ray

Task topic models

Task time series analysis

General generative-ai

General hebrew

Task causal inference

General brain

General quantitative

General idm crack

General sentiment-analysis

General cancer prediction

General zomato

Task 3d pose estimation

General annotation

General catboost

General evaluation

General yolov9

General emotion detection

General abc analysis

General moez

General idm crack download

General dvc pipline

General codepeak

General data mining

General first repo

General database

General phissing data

General skin cancer

General cookiecutter

General datascientest

General bot

General shopping

Task learning-to-rank

General toy

Task federated learning

Task object recognition

General advisor travel

Task 3d human pose estimation

General travel

General pytest

General corpus

General web

Task minecraft

Task optical character recognition

General car service

General numpy

General network security system

General kidney tumor detection

General fraud detection

General polygon

General economy

General nextjs

General example

General weights and biases

General aero

Task open information extraction

General frontend

Task autonomous driving

General social good

Task face model

General dialogpt bot

General web development

Task music classification

General gender debiasing

General stocks

General cml

General agent

General game

General idm 2025 keys

General food

General sales

Task scientific document summarization

General vector embedding database

General chapter 1

General data streaming

Task text-to-speech synthesis

General medical terminology

Task video object segmentation

General goa escorts

General wildfire prediction

General generative adversarial networks

General app

Integration bitbucket

General flood prediction

General disease detection

General coding

General gru

General dagsub

Task natural language understanding

General unit testing

Task pedestrian detection

General genai

General mlpps

General accidents

General lst

General tweets

Task code generation

General insurance

General breast cancer

Task emotion recognition

General azure

Task food recognition

General chatgpt plugins

General ai voice assistant

General olympics

General alzheimers

Task reading comprehension

Task real-time object detection

General documentation

General malaria

General exercise videos

General action video games

General kidney disease

General numeric arrays

General forest

General credit finance fraud

General soccer

General hotel management

General open-cv

Task visual question answering

General crypto

General credit scorecard modelling

General noaa cors network - ncn

General bias

Task zero-shot object detection

General nltk

General msr

General visualization

General markets

General telecom

General vector database

General mlpipelines

General unet

General vector embeddings

General credit-risk

General gradio

General image recognition

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General hospitalization

General weather forecast

Task machine reading comprehension

General mammography

General money laundering

General voice enabled

General gymnasium

General instruction following

Task link prediction

General human computer interaction

General optimization

General first

General weather data

General large language mode

General llama2

General mongodb

General integration

General examen

General bert model

Task music generation

General obesity

Task graph generation

General ai4 sustainable agri-food

General java

General bank

General julia

Task fake news detection

General scientific documents

Task deepfake detection

General call girls in delhi

Task graph embedding

General spider

General continuous integration

General iris-classifier

General master

General light

General training

General fine-tune

General siamese network

General cracks and potholes

General kidney disease classification

General ai chatbot

General fastai

General chest cancer classification

Task text matching

General logistic regression

General vqa

General weather impacts

General stuga

General ml mo

Task meta-learning

General script

General escorts service in delhi

General xai

General goa call girls

General anime

General naive bayes

Task image retrieval

General bike sharing

General ditmodel

General capstone project

General seaborg

General emoji

General end

General pythorch

General woman

General dsv

General walmart

Task quantization

General sleep

General swiggy

General hacking

General depo

General fl studio crack free

General bird

Task gesture recognition

General pyspark

General predicting customer churn

General ml efficiency

General individuals

Task face sketch synthesis

General medical ai

General fl studio crack

General performance

General devices

General ner

General chexnet

General number recognition

Task robot navigation

General mobile

General angus weight forecaster

General man naked on ice

Task license plate recognition

General text classification review

General flying

General employee reviews

General understanding

General wolf

General ai voice cloning

General yelp dataset

General version

Task image restoration

General surveillance

General datellite imagery

Task structured prediction

General ios

General uber

General engineer

General illegal deforestation

Task data augmentation

General vsdvsdvsdvssf

General finite element method

General yolov3

General detction

General quiz

General bygg

Task face identification

General intern

General candlestick

General fast

Task face reenactment

General injury prediction

General semantic search

General trial

General supervized models

General first try

General found tumor stone or cyst from ct scane image

General prefect

General medical and clinical nlp

General oracle

General books

Task rgb-d salient object detection

General heath

General asv

General academic

General epidemiology

General flow

General diabetic retinopathy

General seo

General children

General time

General informatics

General smiles

General reviewer recommendation

General movie

Task answer selection

General singapore

General iobit malware fighter pro crack

General word

General naive-bayes

General dog

General signal identification

General skeleton

General production

General pil

General fashion images

General edema

General feed forward neural network

General video-object-segmentatino

General baseline background spi modeling

General sdw

General hyperspectral imaging

General opencv

General reasoning

General tim ho

Task fine-grained image classification

General eagle

General ecr

General production optimization

Task table detection

General graph algorithm

General mkdocs

General hoax

General sometopic

Task traffic sign recognition

General challenge

General malware detection

General mflow

General ai videogame ml

General squirrel detection

General software

General llm evaluation

General operating theatre

General fl studio crack download

General automation

Task decision making

General trip

General tiger

General supermarket website scraping

General discord

General latent diffusion models

General future

General deepfake audio detection

General wallmart

General quality

General githubactions cicd

General tarantula

General cancer detection

General extract mfccs

General iobit smart defrag pro crack

General e-commerce

General radio astronomy

General wav

General template

General kagle

General man is nervous

General tasks

General manipu

General africa

General bike sharing mlops

General computing

General document image

Task word embeddings

General best pune escorts

General elderly

Task 3d reconstruction

General generativeai

General alpaca

General clot

General covid19 vaccine

General dvc-s3

General generative design

General call girls in aerocity

General get data

General application using streamlit

General javascript

General payments

General anaomaly detection

General human chansedr

General omdena-milan chapter mirrored from github repo

General biometric

General mushroom

General temperature forecasting

General lead

General discount

General dinosaurs

General bear

General recipe

General colorectal cancer survaival prediction

Framework flax

General tumor

Task biomedical information retrieval

General data review

General real-estate

General mosquito

Task face verification

General javaml

General soil

General taxi

General salary

Task sentence embeddings

General ml model

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General indian languages

General ec2

General vuejs

General veresion control

Task motion capture

General used

General student

General mlo

Task generalized zero-shot learning

General ai in mechanical

General soup

General predict employee promotion

General phonepe analytics clone

General object

General language

General mouse

Task emotion recognition in conversation

General colorectal cancer

Task mathematical question answering

General css

General default customer

General code review

General tools

General tenorshare 4ukey crack

General undress ai

General remote working file system

General pune escorts services

Task image super-resolution

General image to audio

Task video-based person re-identification

Task speech enhancement

General ultralytics

General yvual

General mikrocontrollers

General intelligent

General academic project

General vls

General phitoplankton

General women

General pyton

General power bi

General marketing analytics

General data-science

General park

General openpose

General diffusion

General thermal image

General mydata

General paris

General idm activator crack

General wordle

General scoring

General moving average

General computer-aided design

General orchest

General iris

General bread

General lenet5 architecture

General author dwaipayan chakroborti

General random sampling

General futbol

General man is ugli

General dubai

General imigratioon

General vascular tissue engineering

General its

General friendship

General geometric deep learning

General user

Task hand gesture recognition

General gee

Integration google cloud storage

General imporoving logistics and optimizing routing

General triathlon

General phonepe data anakytics

Task pedestrian attribute recognition

General vlm

General microcontroller

General social network

General minecraft blocks

General fauna

General animals

Task salient object detection

General book

General contrastive loss

Task weather forecasting

General enron

General cat

General epp

General engine

General sql

General cifar

Task math word problem solving

General productino

General time predictions

General fitnes

General epu index

General spark

General bike rent

General notebook

General seaborn

General captioning

General interpretability

General hyperparameter

General website

General intelligent system

General radiometric data

General paper

Task graph clustering

General fake

General cognitive control

General investigation

General geb

General crack

Task clustering algorithms evaluation

General tea farms

General alguae

General docs

General scw

General sensors

General optical coherence tomography

General chest cancer detection

General bug localization

General credit card default prediction

General crime

General bark

General instagram

General fire detection

General operating systems

Task speech synthesis

General sea

General experiments using mlflow

Task image denoising

General the blogger

General ethical

General digital ocean

Task object skeleton detection

General tinyml

Task text-image retrieval

General call girls in goa

General stacking

General yacine tv apk

General short

General drink

General xyz analysis

General glossary

General vessel segmentation

General pytorch2

General notes

General archetype

General bark voice clone

General android

General titanic

General iobit uninstaller pro crack

General cell segmentation

General not default

General awesome list

Task bias detection

Task defect detection

General histological segmentation

Task object counting

General understanding dvc and dagshub

General caption

General 2022 data science related notes

General portfolio

General bot detection

General minecraft circle generator

General http traffic data

Task dimensionality reduction

General engineering

General polars

General auto annotate bounding box

General project

General diabetes dataset india

General causal discovery

General bug

General trying first time

Task domain generalization

Task colorization

General peft

General fdffwfwf

Task scientific results extraction

General employe attrition

General lora

General youtube-comments

General wondershare-recoverit-crack-registration-code

General baseline

General coronary plaque analysis

General sri lanka

General kyc

General image caption

General face shape classification for improving styling

General lightgbm

General digital marketing

General coffee

General bmi

General liberia

General skin

General water potability prediction

General 2023 data science collection repo

General product webscraping on food systesms

General patientss

Task semantic textual similarity

General art generation

General end-to-end

General vscode

General construction materials

General social media analytic

General delete

General sparsity

Task network embedding

General gold

General australia

General digital filters

General dynamic time warpping

General seagrass

Framework jax

Task semantic role labeling

General torchdata

General cloth

General image complexity

General linux

General bagging

General idm

General hello-world

General graphs

General runners

General pca

General rnn

General fdfwsf

Task document classification

General ct scan

Task binarization

General apple

General designing

Data Domain point cloud

Task covid- diagnosis

Task aspect-based sentiment analysis

Task depth completion

General suicide rates analysis

General happy

General credit card fraud detection

General youtube

General text formalization

General chest canser

General mode

General instruct chatgpt

General default

General encryption

General bark voice cloning

General introduction

General wdl

Task community detection

General moldova

Task 3d semantic segmentation

General cps

General beginner

General rnadom forest

General laptop

General chatgpt

Task style transfer

General tagging

General idm 2025 crackeado

General ensemble learning method

Task feature selection

General pediatry

Task 3d shape reconstruction

General plugin

General deepnude ai

General ci-cd

General jitter click test

General compter vision

General temperature modeling

Task visual reasoning

General hotel travel beaches food

General salmankhan

General gemini

General 4ukey crack

General dataframe

General precious stones

General video game

General minecraft shapes

General fingerprint

General images dataset

General kubernetes

General albumentations

General voting

General tea

General stroke prediction

General camera

General weight of evidence

General text-to-video

General violence detection

Task audio source separation

General informal2formal

General tenorshare 4ukey 2025 crack

General heart valve prosthesis

General observations cleaning

General shap

General argument

General big data

General datav-version

Integration jenkins

General auth

General triplet loss

General sad

General eta

General multimodal

General cloud

General quack

General phonepe analytics

General ctr

General information value

General food time delivery

General parser

Task few-shot learning

General dsd

Task domain adaptation

Task content-based image retrieval

General diease

Task face reconstruction

General type

General waf

General taxi fare prediction

General sdsd

General medical imaging classification

General riding bicycle around the track stadium

General flowers dataset

General infants

General vaccine

General call girls in noida

General skimage

General new upcoming data science projects for 2020

General download yacine tv

General plan-generation

General boosting

General airoplane

General defaulter

General visa

General cute

Task sentence classification

Task motion estimation

General bdi-agents

General duckdb

General insect

General disease segmentation

General alexnet architecture

General speech

Task visual tracking

General neutral

General video-object-segmentation

General chestcancer

General convolutuonal neural network

Task neural architecture search

General dags

General design patterns

General exp

General download

General openfold-database

Task multivariate time series forecasting

General sdf

General deno

General wealth

Task continual learning

General pricing

General data extraction of deed of trust

Task natural language inference

General nudify ai

General internet download manager

General phishing data

General ml ai mlops

General gaming

General mdeical

General tumo

General fashion

General dental

General prevention

General scorecard

General fox

Task drug discovery

General hr analytics

Task aesthetics quality assessment

General reels

General entropies

General k8s

Task panoptic segmentation

General jigsaw

General query

General detection of gaps

Task virtual try-on

General resnet50

General rangeland

Task multi-label text classification

General similarity detection

General calll girls in gurgaon

General healt

General human

General lattice boltzmann methods

General exam

Task brain tumor segmentation

General ggs

Task face detection

General creative

General gcp

Task edge detection

Task instance segmentation

General flutter

General bentoml

General end-to-end project

General yacine tv free

General machine maintenance

General mcq generator

General marketing

General binary classification

General modern portfolio theory

General chest cancer

General pickle

General digital pathology

General secondhand car

Framework spacy

General neural

Task remote sensing image classification

Task video reconstruction

Task document layout analysis

General chandigarh escorts services

General preverified

General battery

General snails

General manufacturing

General meta

General explainable ai

Task multi-task learning

General neural search

General tactical decision

General workflow

General oci

General mixture-of-experts

Task compositional zero-shot learning

General search

General parkinson disease

Task transliteration

Task multi-person pose estimation

Task misinformation

Task abnormal event detection in video

Task general reinforcement learning

Task continuous control

Task density estimation

Task stance detection

Task video super-resolution

Task image quality assessment

Task self-supervised learning

Task adversarial attack

Task visual navigation

Task saliency prediction

Task entity linking

Task monocular depth estimation

Task visual object tracking

Task product recommendation

Task discourse parsing

Task semi-supervised video object segmentation

Task joint entity and relation extraction

Task spoken language understanding

Task real-time semantic segmentation

Task bayesian inference

Task hyperspectral image classification

Task scene generation

Task face swapping

Task image stitching

Task dialogue understanding

Task deblurring

Task cross-view image-to-image translation

Task music transcription

Task node clustering

Task network pruning

Task dependency parsing

Task common sense reasoning

Task compressive sensing

Task video question answering

Task video salient object detection

Task abuse detection

Framework tf lite

Task text simplification

Task gaussian processes

Task outlier detection

Task eeg

Task 3d action recognition

Task program repair

Task atari games

Task dialogue state tracking

Task activity detection

Task 3d point cloud classification

Task 3d human reconstruction

Task chunking

Task action segmentation

Task image clustering

Task action detection

Task skeleton based action recognition

Task visual localization

Task automatic post-editing

Task incremental learning

Task simultaneous localization and mapping

Integration new relic

Task starcraft

Task unsupervised video object segmentation

Task fine-grained visual recognition

Task variational inference

Task video inpainting

Task visual dialog

Task dictionary learning

Task multi-label classification

Task boundary detection

Task stereo matching hand

Task unsupervised domain adaptation

Task kg-to-text generation

Task grasp contact prediction

Task person re-identification

Task relation classification

Task age estimation

Task color constancy

Task action localization

Task adversarial defense

Task knowledge graph completion

Task intent detection

Task core set discovery

Task monocular 3d object detection

Task human-object interaction detection

Task stochastic optimization

Task 3d hand pose estimation

Task semantic correspondence

Task video classification

Task motion prediction

Task code search

Task interactive segmentation

Task colorectal polyps characterization

Task visual place recognition

Task person search

Task semi-supervised image classification

Task image dehazing

Task speech separation

Task keyword spotting

Task video captioning

Task metric learning

Task matrix completion

Task scene segmentation

Task curriculum learning

Task unsupervised machine translation

Task action recognition

Task motion segmentation

Task cross-modal retrieval

Task image/document clustering

Task offline rl

Task weakly-supervised semantic segmentation

Task 3d multi-person pose estimation

Task graph matching

Task text style transfer

Task scene graph detection

Task weakly-supervised named entity recognition

Task open-domain question answering

Task dialogue generation

Task opinion mining

Task self-supervised action recognition

Task disparity estimation

Task event-based vision

Task action recognition in videos

Task probabilistic deep learning

Task multimodal activity recognition

Task video summarization

Task 3d absolute human pose estimation

Task temporal action localization

Task document ranking

Task scene text

Task color image denoising

Task real-time strategy games

Task video frame interpolation

Task abstractive text summarization

Task constituency parsing

Task audio tagging

Task knowledge graphs

Task conversational response selection

Task structure from motion

Task trajectory prediction

Task latent variable models

General newreposistory for to learning - how dagshub works

Task human detection

Task robust object detection

Task eye tracking

Task lane detection

Task speaker diarization

Task genre classification

Task scene text recognition

Task egocentric activity recognition

Task community question answering

Task semantic parsing

Task entity disambiguation

Task abusive language

Task task-oriented dialogue systems

Task goal-oriented dialog

Task intent classification

Task image cropping

Task lesion classification

Task lexical entailment

Task imputation

Task 3d object tracking

Task saliency detection

Task computed tomography (ct)

Task video semantic segmentation

Task facial landmark detection

Task 3d pose estimation using rgb

Task object tracking

Task stereo matching

General beta

Task video description

Task feature importance

Task robotic grasping

Task gaze estimation

Task line segment detection

Task weakly supervised action localization

Task multimodal machine translation

Task word sense disambiguation

Task handwriting recognition

Task data-to-text generation

Task depression detection

Task rgb salient object detection

Task multimodal sentiment analysis

Task tokenization

Task scene classification

Task face anti-spoofing

Task 3d object detection

Task chinese named entity recognition

Task optical flow estimation

Task audio generation

Task video segmentation

Task entity typing

Task jpeg artifact correction

Task video recognition

Task emotion classification

Task region proposal

Task 3d object recognition

Task passage retrieval

Task action anticipation

Task face alignment

Task source code summarization

Task knowledge base question answering

Task action classification

Task multiple object tracking

Task music modeling

Task sign language recognition

Task unsupervised object segmentation

Task music source separation

Task facial expression recognition

Task scene flow estimation

Task node classification

Task head pose estimation

Task unsupervised image classification

Task fairness

Task contrastive learning

Task hand pose estimation

Task video understanding

Task keyword extraction

Task face presentation attack detection

Task image matting

Task document summarization

Task scene understanding

Task clique prediction

Task fact checking

Task multi-agent reinforcement learning

Task action quality assessment

Task human robot interaction

Task image enhancement

Task visual odometry

Task automated theorem proving

Task cross-lingual ner

Task zero-shot learning

Task 3d face animation

Task ssim

Task dense video captioning

Task novel view synthesis

Task scene recognition

Task rectification

Task event extraction

Task 3d multi-object tracking

Task homography estimation

Task hand segmentation

Task multi-document summarization

Task morphological analysis

Task tumor segmentation

Task object localization

Task partial domain adaptation

Task lipreading

Task trajectory forecasting

Task patch matching

Task 3d pose estimation using rgbd

Task vision-language navigation

Task cross-lingual transfer

Task image compression

Task grammatical error correction

Task part-of-speech tagging

Task cross-lingual question answering

Task text-to-sql

Task action spotting

Task dense pixel correspondence estimation

Task weakly supervised object detection

Task multimodal unsupervised image-to-image translation

Task relation extraction

Task nested named entity recognition

Task chinese reading comprehension

Task referring expression segmentation

Task unsupervised anomaly detection

General alpha

Task 3d shape representation

Task human part segmentation

Task scene text detection

Task video object detection

Task single image dehazing

Task point cloud registration

Task animal pose estimation

Task sound event detection

Task online multi-object tracking

Task small data image classification

Task retinal vessel segmentation

Task paraphrase generation

Task fine-grained visual categorization

Task relational reasoning

Task sarcasm detection

Task crowd counting

Task change point detection

Task hate speech detection

Task out-of-distribution detection

Task one-shot learning

Task anomaly detection in surveillance videos

Task synthetic-to-real translation

Task sign language translation

Task vehicle re-identification

Task 3d instance segmentation

Task sentence embedding

Task multiple instance learning

Task multi-class classification

Task unsupervised facial landmark detection

Task question generation

Task sketch-based image retrieval

Task vision and language navigation

Task table-to-text generation

Task graph regression

Task long-tail learning

Task image registration

Task imitation learning

Task semantic similarity

Task image inpainting

Task few-shot image classification

Task conditional image generation

Task human action generation

Task keypoint detection

Task video generation

Task acoustic scene classification

Task video prediction

Task paraphrase identification

Task lesion segmentation

Task click-through rate prediction

Task whole slide images

Task self-driving cars

Task action unit detection

Task handwriting generation

Task coreference resolution

Task language identification

Task multi-future trajectory prediction

Task fact verification

Task slot filling

Task video retrieval

Task low-light image enhancement

Task multi-object tracking

Task autonomous navigation

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

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Pytorch Classification Pipeline

Default GPU: Apple-Silicon (m1-pro)

Dataset:

CUB200 Dataset: folder 001-020

Requirement Package:

torch
torchvision
dagshub
dvc
pandas

1. Config:

Customize CFG: configuration for train and test
Path: configuration for save and load files
Message: pre-defined debug / error message

2. Data Preprocess:

# python ./src/data_preprocess.py /path/to/data/root
python ./src/data_preprocess.py ./data

[default] unzip dataset.zip to ./data/images folder
[default] split train / test .csv file and save to ./data folder

3. Train Model:

python ./src/train.py --train_csv ./data/train.csv --test_csv ./data/test.csv

Support: ResNet18, ResNet34, ResNet50, ResNet101
[default] save final model to ./model folder

Tip!

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