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

Type model

General meteorological

General biology

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General mlops

Integration mlflow

General imaging

Data Domain nlp

General natural language processing

General cancer

General image processing

Task image classification

General health

Data Domain tabular

General python

General oceans

Integration dvc

General hacktoberfest 2023

General data science

General mapping

Framework tensorflow

General coastal

General whole genome sequencing

General biodiversity

General covid-19

General atmosphere

General cog

General elevation

General strides

General neuroscience

General global

General lidar

General neuroimaging

Integration git

General coronavirus

General cities

General open source software

General machine learning project

Task object detection

General ecosystems

General climate model

Framework pytorch

General water

General csv

General aerial imagery

General neurobiology

General land

General air quality

General astronomy

General archives

General transcriptomics

General urban

General analytics

General data science project

General food security

General energy

General internet

General parquet

General bam

General gps

Framework scikit-learn

General continuously operating reference station - cors

General tutorial

General conservation

General medicine

General homo sapiens

Data Domain 3d model

General encyclopedic

General cell biology

General cell imaging

General fastq

General stac

Data Domain medical imaging

General broadcast ephemeris

General mlflow-serving

General gnss

General cyber security

General gene expression

General census

General infrastructure

General earthquakes

General robotics

General chemistry

General json

General nara

General solar

General biotech blueprint

General llm

General statistics

General magnetic resonance imaging

General cnn

General signal processing

General labeled

General demography

Task autonomous vehicles

General financial markets

General reference index

General molecule

General neural network

General protein

General ice

General vcf

Task machine translation

General artificial-intelligence

Task vision

Task time series forecasting

General mus musculus

General deeplearning

General 1940 census

General video

Task information retrieval

General genetic maps

General geoscience

General ml pipelines

General neurophysiology

General chemical biology

General computer security

General transportation

General multimedia

General dagshub

General planetary

General biomolecular modeling

General medical

General osm

General fasta

General wine quality prediction

General regulatory

General electron microscopy

General population

General marine navigation

Task anomaly detection

General microscopy

General population genetics

General floods

Task chatbot

General healthcare

General streamlit

General reproducibility-challenge

Task semantic segmentation

General predictive analysis

Integration arxiv

General regression

General data analytics

General data visualization

General digital preservation

General genelab

General civic

General llms

General smd ai

General xgboost

Task denoising

General market data

Task text generation

General segmentation

General epigenomics

General demographics

General nifti

General government records

General blockchain

General genome wide association study

Integration label studio

General broadband

General random forests

General us-dc

General economics

General traffic

Task medical image segmentation

General sars

General long read sequencing

General digital forensics

General molecular docking

General computer forensics

General metagenomics

General fluorescence imaging

General commerce

General survey

General metadata

General transformers

General bathymetry

General fast5

General mers

Integration github

General copyright monitoring

General short read sequencing

General amino acid

General kidney

General seismology

General rag

Task language modelling

Task text classification

General finance

General kaggle

Task sentiment analysis

General prediction

General text analysis

General projects

Framework huggingface transformers

Task recommendation systems

General network traffic

General deployment

General cars

General data cleaning

General electrophysiology

General research

General music

General datamanipulation

General events

General bitcoin

General detection

General free software

General ensemble learning

General source code

General education

General disease

Task speech recognition

General complaints

General test

General data

General data analysis

Task active learning

Task text-to-image generation

General speech processing

General forecast

General sklearn

General github actions

Task audio classification

General covid

General space biology

General mining software repositories

General wildlife

General intrusion detection

General txt

Task music information retrieval

Data Domain graph

General movies

General keras

General cloud computing

General predictive modelling

General trading

General x-ray tomography

Task named entity recognition

General mining

General credit card

General vep

General benchmark

Task face recognition

General science

General ukraine

General alchemical free energy calculations

General virus

General organelle

General seafloor

General tertiary analysis

General data pipelines

General live song identification

General flask

General medical image classification

General culture

General workload analysis

General linear regression

General pediatric

General mixed file dataset

General low-pressure turbine

General art

General sports

General green aviation

General netcdf

General turbulence

Task object classification

General structural variation

General media

General geophysics

General music features dataset

General near-surface air temperature

General sqlite

General national archives catalog

General industrial

General agents

General scholarly communication

General marine mammals

General openfold

General microbiome

General geothermal

Task activity recognition

General museum

General csi

General simulations

General radiation

General computational fluid dynamics

General near-surface specific humidity

General data assimilation

General cover song identification

Task question answering

General 1950 census

General malware

General privacy

General protein folding

General elasticnet

General enzyme

General hpc

General cell painting

General datascience

General generative ai

General structural biology

General foldingathome

General pharmaceutical

General tiles

General meta learning

General fewshot

Data Domain reinforcement learning

General high-throughput imaging

General acoustics

General fisheries

General end to end

General japanese

General datacenter

General space weather

General ransomware

General cmip5

General msa

General variant annotation

General emotion

General molecular dynamics

General hydrography

General loftee

General autism spectrum disorder

General cram

General speaker identification

General gans

General automatic speech recognition

General alphafold

General wine

General timho

General xml

General ai personal assistant

General recombination maps

General cultural preservation

General precipitation

General protein template

General pandas

General hiring

General histopathology

General whole exome sequencing

General marine

General history

General cmip6

General ai planning

General ai voice clone app

General price prediction

General eda

Task time series

General pipeline

General snowflake

General mnist

Task explainable artificial intelligence

General analysis

General customer churn

General ai mlops

Task sequence-to-sequence language modeling

General python library

General hebrew

General matplotlib

General dagshub as a my favourite data science tool

General monitoring

General coco

General image

General text

General python pakage

General autoencoder

Task image captioning

General aws

General x-ray

Task text summarization

Framework pycaret

General huggingface

General ml deployment

Task depth estimation

General price

Task object detection in aerial images

General customer sentiment analysis

Task image generation

General gradient boosting

General labelling

General transactional data

General bot

Task automl

General toy

General data version control

Task reading comprehension

General docker

General evaluation

General catboost

Task object recognition

Task time series analysis

General chest cancer predition

General chapter 1

General fastai

Task video object segmentation

Task transfer learning

General master

General development

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General experiment tracking

General java

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

General brain

General forest

General forecasting

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

General car service

Task real-time object detection

General chatgpt plugins

General documents

General gender debiasing

General modular coding

General jupyter notebook

General credit card risk

General lstm

General human computer interaction

General medical classification

General julia

General continuous integration

Task 3d human pose estimation

General cml

Task food recognition

General aiops

General olympics

General annotations

General churn

General malaria

General nltk

General example

General llama2

General colab

General chat llama

General mlops zoomcamp

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General social good

General bias

General vector embedding database

General mammography

General convolutional neural network

General loan application

General chest x-ray

General credit card defaulter prediction

General web

General bento ml

Task face model

Task text matching

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General spider

Task zero-shot object detection

General open-cv

General action video games

General unet

General fire

General medical terminology

General cicd

General zomato

General quantitative

General images

General physics

General agent

Task music generation

General api

General study

General language

General http traffic data

General fast

General cybersecurity

General tiger

General minecraft circle generator

General mouse

General ecr

General soccer

General lora

General understanding

Task feature engineering

General iamges

General portfolio

General oci

General violence detection

General sql

Task audio source separation

General scientific documents

General moldova

General suicide rates analysis

General tracking

General best pune escorts

General liberia

General supermarket website scraping

General security

General default customer

General heart valve prosthesis

Task text-image retrieval

General tinyml

Task face identification

Task table detection

General code review

Task license plate recognition

General gru

General discord

General exp

General observations cleaning

General man naked on ice

General software

General latent diffusion models

General shap

Task super-resolution

General argument

General airflow

General production optimization

Task object skeleton detection

General 2022 data science related notes

General deno

Task visual question answering

General credit finance fraud

General cracks and potholes

General wealth

General fraud

General remote working file system

Task 3d semantic segmentation

Task pose estimation

General model tracking

General caption

General moez

General pune escorts services

General number recognition

General academic

Task colorization

General alpaca

General clot

General openai

General chexnet

General digital ocean

General cps

Task 3d pose estimation

General data extraction of deed of trust

General beginner

General asv

General image to audio

General the blogger

General covid19 vaccine

General msr

Task music classification

General happy

Integration jenkins

Task speech enhancement

General auth

General visualization

General triplet loss

General ner

General yvual

Task object counting

General house

General mikrocontrollers

Task domain generalization

General devices

General generative design

General gis data

General chatgpt

General histological segmentation

General gaming

General finite element method

General sad

General mdeical

General time prediction

Task scientific document summarization

General vls

General phitoplankton

General fastapi

General data streaming

General siamese network

General tumo

General women

Task face sketch synthesis

General vsdvsdvsdvssf

General sea

General individuals

General dental

Task data augmentation

General get data

General integration

General dialogpt bot

General power bi

General prevention

Task rgb-d salient object detection

General scorecard

General marketing analytics

Task style transfer

General html

General cloud

General quack

General books

General credit-risk

General tagging

General bark

General challenge

Task drug discovery

General apple

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General operating theatre

General designing

Task aesthetics quality assessment

General search

General reels

General ctr

Task autonomous driving

General bug

General payments

General heart disease predicton

General mode

General crime

General credit card default prediction

Task classification with binary weight network

General information value

General food time delivery

Task panoptic segmentation

General bug localization

General alzheimers

General jigsaw

General chest cancer classification

General diffusion

Task natural language understanding

Task gesture recognition

General illegal deforestation

General query

General paris

General detection of gaps

General mlpipelines

General automation

General instruct chatgpt

General nextjs

General parser

General mongodb

General seo

General wordle

General optical coherence tomography

General epu index

Task multi-label text classification

General epidemiology

General similarity detection

General sensors

General jitter click test

General scw

General lungs

General parkinson disease

General alguae

Task few-shot learning

General awesome list

General demo

General swiggy

General dsd

General assistant

General computer-aided design

General orchest

General healt

Task open information extraction

General sleep

Task clustering algorithms evaluation

General oracle

General author dwaipayan chakroborti

General random sampling

General malware detection

Task covid- diagnosis

General futbol

General large language mode

Task brain tumor segmentation

Task domain adaptation

General ggs

General neural search

General man is ugli

Task content-based image retrieval

Task face detection

General dubai

General geb

General vascular tissue engineering

General anaomaly detection

General encryption

General omdena-milan chapter mirrored from github repo

General its

General cognitive control

General spam-classifier

General credit scorecard modelling

General friendship

General first

General tarantula

General food

General tactical decision

General clustering

General classifier

General ai4 sustainable agri-food

General fdffwfwf

General engineer

General bank

Task network intrusion detection

Task edge detection

General diabetes

General workflow

General extract mfccs

General weather impacts

General paper

General radiometric data

General gradio

Task hand gesture recognition

Task face reconstruction

General face shape classification for improving styling

General type

General tutorials

General telecom

General discount

General woman

General gemini

General weights and biases

General fitnes

General movie

General trial

General emoji

General yolov8

General dinosaurs

General abc analysis

General recipe

General seaborg

General imporoving logistics and optimizing routing

General triathlon

General image caption

General taxi fare prediction

Task pedestrian attribute recognition

General coding

General microcontroller

General bark voice cloning

General logistic regression

Framework flax

General marketing

General annotation

General cell segmentation

General modern portfolio theory

General reviewer recommendation

General sdsd

General interpretability

General captioning

General ditmodel

General obesity

General dagsub

General chest cancer

General titanic

Task machine reading comprehension

General minecraft blocks

General trip

General pickle

Task biomedical information retrieval

General digital pathology

General seaborn

General digital marketing

General giskard

General fauna

Task remote sensing image classification

General cat

General dataframe

General animals

General precious stones

Task document layout analysis

General data review

General chandigarh escorts services

General kyc

General pytest

General radio astronomy

General naive bayes

Task salient object detection

General preverified

General wav

General minecraft shapes

General datellite imagery

General notebook

General script

General battery

Task causal inference

General vaccine

General snails

General smiles

General bark voice clone

General book

General kagle

General gpt

General fdfwsf

General contrastive loss

General notes

Task learning-to-rank

General game

General mosquito

General signal identification

Task face verification

General vscode

General shopping

General skeleton

General naive-bayes

General art generation

General coronary plaque analysis

General unit testing

Task network embedding

General explainable ai

General javaml

General accidents

General pytorch2

General skimage

General patientss

General vessel segmentation

Task sentence embeddings

General pil

General product webscraping on food systesms

General fashion images

General edema

General dynamic time warpping

General 2023 data science collection repo

General seagrass

General exercise videos

General enron

General new upcoming data science projects for 2020

General flood prediction

General video-object-segmentatino

Framework jax

General football

General model calibration

General baseline background spi modeling

General singapore

General engine

General webapps

General torchdata

General sdw

General xyz analysis

General hyperspectral imaging

General image complexity

General inventory turnover

Task answer selection

General eye

General tim ho

General sometopic

Task fine-grained image classification

General representation learning

General corpus

General hello-world

Task news classification

General man is nervous

General runners

Task image-to-image translation

General insurance

Task link prediction

General optimization

General project

General semantic search

General azure

Integration s3 compatible storage

General tasks

General ec2

General manipu

General africa

General defaulter

Task face reenactment

Task sentence classification

Task generalized zero-shot learning

General albumentations

General short

General baseline

General voice enabled

General wdl

General duckdb

General insect

General soup

Task multi-task learning

General speech

General disease classification

Framework langchain

General ai voice cloning

General engineering

Task visual tracking

General neutral

General video-object-segmentation

Task dimensionality reduction

General computing

General chest disease

General stroke prediction

General document image

General weight of evidence

General text-to-video

Task meta-learning

General object

Task word embeddings

Task neural architecture search

Task video description

Task cross-modal retrieval

Task robust object detection

Task event extraction

Task multi-agent reinforcement learning

Task unsupervised facial landmark detection

Task weather forecasting

Task table-to-text generation

Task conditional image generation

Task keypoint detection

Task human robot interaction

Task document classification

Task image/document clustering

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task document summarization

Task weakly-supervised semantic segmentation

Task face presentation attack detection

Task intent classification

Task image cropping

Task acoustic scene classification

Task binarization

Task traffic sign recognition

Task text style transfer

Data Domain point cloud

Task object tracking

Task aspect-based sentiment analysis

Task weakly-supervised named entity recognition

Task video prediction

Task depth completion

Task lesion segmentation

Task topic models

Task depression detection

Task rgb salient object detection

Task tokenization

Task dialogue generation

Task optical flow estimation

Task slot filling

Task music source separation

Task scientific results extraction

Task action classification

Task opinion mining

Task action anticipation

Task multi-object tracking

Task decision making

Task autonomous navigation

Task density estimation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task stance detection

Task disparity estimation

Task self-supervised learning

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 event-based vision

Task handwriting generation

Task video summarization

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task morphological analysis

Task trajectory forecasting

Task patch matching

Task music transcription

Task visual reasoning

Task temporal action localization

Task cross-lingual question answering

Task constituency parsing

Task weakly supervised object detection

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 program repair

Task color image denoising

Task code generation

Task visual dialog

Task online multi-object tracking

Task scene text

Task small data image classification

Task conversational response selection

Task change point detection

Task hate speech detection

Task trajectory prediction

Task latent variable models

Task colorectal polyps characterization

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 human action generation

Task stereo matching hand

Task eye tracking

Task long-tail learning

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 clique prediction

Task product recommendation

Task semantic similarity

Task color constancy

Task discourse parsing

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 image matting

Task structured prediction

Task 3d point cloud classification

Task dialogue state tracking

Task goal-oriented dialog

Task lexical entailment

Task emotion recognition

Task eeg

Task action segmentation

Task image restoration

Task image clustering

Task visual localization

Task incremental learning

Task gaze estimation

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task variational inference

Task multi-label classification

Task video question answering

Task compressive sensing

Task dependency parsing

Task boundary detection

Task motion capture

Task motion estimation

Task age estimation

Task adversarial defense

Task node clustering

Task semantic correspondence

Task imputation

Task cross-view image-to-image translation

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 head pose estimation

Task motion segmentation

Task zero-shot learning

Task emotion recognition in conversation

Task real-time semantic segmentation

Task spoken language understanding

Task ssim

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task saliency detection

Task video frame interpolation

Task visual navigation

Task knowledge graphs

Task 3d multi-object tracking

Task genre classification

Task stereo matching

Task 3d object tracking

Task entity linking

Task partial domain adaptation

Task continuous control

Task 3d pose estimation using rgb

Task multi-person pose estimation

Task multivariate time series forecasting

Task robot navigation

Task low-light image enhancement

Task video retrieval

Task audio generation

Task video recognition

Task region proposal

Task fact verification

Task 3d shape representation

Task math word problem solving

Task continual learning

Task image super-resolution

Task keyword extraction

Task graph classification

Task video-based person re-identification

Task graph embedding

General newreposistory for to learning - how dagshub works

Task fact checking

Task multi-future trajectory prediction

Task sign language recognition

Task automated theorem proving

Task natural language inference

Task relational reasoning

Task feature importance

Task language identification

Task coreference resolution

Task lipreading

Task action unit detection

Task robotic grasping

Task grammatical error correction

Task image denoising

Task self-driving cars

Integration gitlab

Task click-through rate prediction

Task speech synthesis

Task image inpainting

Task video understanding

Task line segment detection

Task anomaly detection in surveillance videos

Task common sense reasoning

Task sketch-based image retrieval

Task one-shot learning

Task imitation learning

Task multi-class classification

Task weakly supervised action localization

Task multimodal machine translation

Task question generation

Task graph regression

Task compositional zero-shot learning

Task word sense disambiguation

Task video super-resolution

Task data-to-text generation

Task multiple instance learning

Task face swapping

Task sentence embedding

Task 3d instance segmentation

Task multimodal sentiment analysis

Task vehicle re-identification

Task object localization

Task virtual try-on

Task scene classification

Task atari games

Task paraphrase generation

Task activity detection

Task network pruning

Task graph representation learning

Task chinese named entity recognition

Task retinal vessel segmentation

Integration new relic

Task sound event detection

Task facial expression recognition

Task automatic post-editing

Task quantization

Task entity typing

Task point cloud registration

Task unsupervised domain adaptation

Task emotion classification

Task fairness

Task graph clustering

Task single image dehazing

Task scene recognition

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 text-to-sql

Task community question answering

Task instance segmentation

Task video semantic segmentation

Task nested named entity recognition

Task handwriting recognition

Integration google cloud storage

Task animal pose estimation

Task part-of-speech tagging

Task image quality assessment

Task passage retrieval

Task fake news detection

Task cross-lingual transfer

Task multi-document summarization

Task synthetic-to-real translation

Task fine-grained visual categorization

Task semi-supervised video object segmentation

Task hand segmentation

Task rectification

Task image retrieval

Task skeleton based action recognition

Task face alignment

Framework spacy

Task cross-lingual ner

Task unsupervised object segmentation

Task video reconstruction

Task visual odometry

Task 3d object detection

Task image enhancement

Task source code summarization

Task outlier detection

Task transliteration

Task action detection

Task 3d pose estimation using rgbd

Task intent detection

Task core set discovery

Task lesion classification

Task face anti-spoofing

Task knowledge base question answering

Task speech separation

Task scene text detection

Task sarcasm detection

Task unsupervised image classification

Task crowd counting

Task saliency prediction

Task unsupervised anomaly detection

Task dense pixel correspondence estimation

Task semantic textual similarity

Task multiple object tracking

Task image compression

Task keyword spotting

Task open-domain question answering

Task video captioning

Task matrix completion

Task vision-language navigation

Task semantic role labeling

Task action quality assessment

Task tumor segmentation

Task document ranking

Task out-of-distribution detection

Task real-time strategy games

Task homography estimation

Task sign language translation

Task audio tagging

Task action recognition

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Image Recognition with PyTorch

This repository contains a Python script torchnn.py that trains an image recognition model using PyTorch, saves the trained model, and uses the saved model to perform image recognition. The training part can be commented out after the first run to use the model for inference without retraining.

Project Overview

The torchnn.py script includes:

Model training and saving functionality.
Loading the saved model.
Performing image recognition using the loaded model.

Getting Started

Prerequisites

Python 3.9
PyTorch
Other necessary Python libraries

You can install PyTorch from its official site.

Setup

Install Dependencies: To install PyTorch, follow the instructions on the PyTorch website tailored to your operating system and preferences (CPU or GPU, Conda or Pip).

Usage

Run the Script: run the script to train and save the model:

python torchnn.py

This will create a file model_state.pt which contains the trained model.

Comment Out Training Code: After the initial training, you can comment out the training part in torchnn.py to prevent retraining every time you run the script.
Image Recognition: Run the script again to perform image recognition using the saved model

Tip!

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