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ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ ã‚«ãƒ†ã‚´ãƒª Â |Â Cloud Natural Language API Â |Â Google Cloud
classifyText ãƒ¡ã‚½ãƒƒãƒ‰ã«å¯¾ã—ã¦è¿”ã•ã‚Œã‚‹ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ ã‚«ãƒ†ã‚´ãƒªã®å®Œå…¨ãªãƒªã‚¹ãƒˆãŒæä¾›ã•ã‚Œã¾ã™ã€‚ æ³¨: ã™ã¹ã¦ã®ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ ã‚«ãƒ†ã‚´ãƒªã¯ã€è‹±èªžã®å®Œå…¨ä¸€è‡´æ–‡å—åˆ—ã¨ã—ã¦è¿”ã•ã‚Œã¾ã™ã€‚ ãƒãƒ¼ã‚¸ãƒ§ãƒ³ 2 ã“ã‚Œã‚‰ã®ã‚«ãƒ†ã‚´ãƒªã¯ã€V2 model ã§ã®ã¿ä½¿ç”¨ã§ãã¾ã™ã€‚ V2 model ã§ã¯ã€classifyText ãƒ¡ã‚½ãƒƒãƒ‰ã‹ã‚‰è¿”ã•ã‚ŒãŸã‚«ãƒ†ã‚´ãƒªã¯ãƒ•ã‚£ãƒ«ã‚¿ãƒªãƒ³ã‚°ã•ã‚Œã¾ã›ã‚“ã€‚ãŸã¨ãˆã°ã€/Science ã¨ /Science/Astronomy ã®ä¸¡æ–¹ãŒãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆã«é©ç”¨ã•ã‚Œã€å¦¥å½“ãªä¿¡é ¼ã‚¹ã‚³ã‚¢ãŒã‚ã‚‹å ´åˆã«ã¯ã€ä¸¡æ–¹ã®ã‚«ãƒ†ã‚´ãƒªãŒè¿”ã•ã‚Œã¾ã™ã€‚ /Other ã®åã‚«ãƒ†ã‚´ãƒªã¯ã€åŒã˜è¦ªã®ç‰¹å®šã®åã‚«ãƒ†ã‚´ãƒªã‚ˆã‚Šã‚‚åºƒã„è¦ªã‚«ãƒ†ã‚´ãƒªã«ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ãŒä¸€è‡´ã™ã‚‹å¯èƒ½æ€§ãŒã‚ã‚‹ã“ã¨ã‚’ç¤ºã—ã¾ã™ã€‚ ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ ã‚«ãƒ†ã‚´ãƒª /Adult /Arts & Entertainment/Celebrities & Entertainment News /
manboubird 2025/05/11
googleCloudPlatform

classification

machineLearning

nlp
ãƒªãƒ³ã‚¯
NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg
manboubird 2024/06/26
paper

bloomberg

news

classification

trend

summarization
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GitHub - facebookresearch/vissl: VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
Below we share, in reverse chronological order, the updates and new releases in VISSL. All VISSL releases are available here. [Feb 2022]: Releasing SEER 10B parameters model implementation and model weights. [Feb 2022]: Releasing implementation of Fairness Benchmarks for computer vision models proposed in the paper. [Jan 2022]: Implementation for Geolocalization test (gps prediction for an image)
manboubird 2022/05/14
facebook

computerVision

instagram

classification

model

deepLearning
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Visual Tutorial NER Chunking Token Classification
Explore and run machine learning code with Kaggle Notebooks | Using data from Feedback Prize - Evaluating Student Writing
manboubird 2021/12/29
namedEntityRecognition

kaggle

bert

classification
ãƒªãƒ³ã‚¯
ãƒ•ãƒªãƒ¼ã§ä½¿ãˆã‚‹æ—¥æœ¬èªžã®ä¸»ãªå¤§è¦æ¨¡è¨€èªžãƒ¢ãƒ‡ãƒ«ï¼ˆLLMï¼‰ã¾ã¨ã‚
ã‚ã‚ŠãŒã¨ã†ã”ã–ã„ã¾ã™ï¼ å®Ÿã¯ç§æœ¬äººãŒãã®ãƒ¢ãƒ‡ãƒ«ã®æ§‹ç¯‰ã«é–¢ã‚ã£ã¦ã„ã‚‹ã®ã§ã™ãŒã€è©³ç´°ã¯ã¾ã è¨€ãˆãªã„çŠ¶æ³ã§ã™...ã€‚ æ¥å¹´3æœˆã®è¨€èªžå‡¦ç†å¦ä¼šå¹´æ¬¡å¤§ä¼š(NLP 2023)ã§ã®ç¶šå ±ã‚’ãŠå¾…ã¡ãã ã•ã„ï¼ã“ã®ãƒ¢ãƒ‡ãƒ«ã«é–¢ã™ã‚‹è«–æ–‡ãŒå…¬é–‹ã•ã‚Œã‚‹äºˆå®šã§ã™ï¼ˆä¸€å¿œãã‚Œã‚’å¾…ã£ã¦ã‹ã‚‰ã“ã®è¨˜äº‹ã«ã‚‚æŽ²è¼‰ã—ã¾ã™ï¼‰ã€‚ ï¼ˆç§ãŒæ›¸ã„ãŸã‚‚ã®ã§ã¯ã‚ã‚Šã¾ã›ã‚“ãŒã€ç¾æ®µéšŽã§å…¬é–‹ã§ãã‚‹æƒ…å ±ã‚’ã¾ã¨ã‚ãŸè¨˜äº‹ãŒã‚ã‚Šã¾ã™: https://note.com/utokyo_itc/n/nb18b2a753f23 ï¼‰
manboubird 2021/10/29
languageModel

model

nlp

japanese

bert

wikipedia

stockmark

nict

classification
ãƒªãƒ³ã‚¯
6 Predictive Models Models Every Beginner Data Scientist should Master | Towards Data Science
manboubird 2021/10/26
dataScience

model

algorithm

machineLearning

classification

decisionTree

xgboost

lightGbm
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notebooks/examples/text_classification.ipynb at main Â· huggingface/notebooks
manboubird 2021/10/13
classification

bert

transformers

tutorial
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MultiLingual Amazon Reviews Classification
manboubird 2021/10/13
bert

transformers

classification

multiLanguage

nlp
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How to Fine Tune BERT for Text Classification using Transformers in Python - The Python Code
manboubird 2021/10/13
transformers

bert

classification
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BERT Fine-Tuning Tutorial with PyTorch
BERT Fine-Tuning Tutorial with PyTorch 22 Jul 2019 By Chris McCormick and Nick Ryan Revised on 3/20/20 - Switched to tokenizer.encode_plus and added validation loss. See Revision History at the end for details. In this tutorial Iâ€™ll show you how to use BERT with the huggingface PyTorch library to quickly and efficiently fine-tune a model to get near state of the art performance in sentence classif
manboubird 2021/10/13
bert

transformers

classification

nlp

fineTuning
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Pokemon image classification with EfficientNet
manboubird 2021/04/23
efficientNet

kaggle

classification

imageRecognition
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Intro to text classification with Keras: automatically tagging Stack Overflow posts | Google Cloud Blog
As humans, our brains can easily read a piece of text and extract the topic, tone, and sentiment. Up until just a few years ago, teaching a computer to do the same thing required extensive machine learning expertise and access to powerful computing resources. Now, frameworks like TensorFlow are helping to simplify the process of building machine learning models, and making it more accessible to de
manboubird 2017/10/07
bigQuery

machineLearning

keras

classification

googleCloudPlatform
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CVPR 2015 Open Access Repository
These CVPR 2015 papers are the Open Access versions, provided by the Computer Vision Foundation. Except for the watermark, they are identical to the accepted versions; the final published version of the proceedings is available on IEEE Xplore. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by ot
manboubird 2017/07/29
Multi-Manifold Deep Metric Learning for Image Set Classification

paper

cvpr

classification

imageSetClassification

deepLearning

computerVision
ãƒªãƒ³ã‚¯
How to do text classification with CNNs, TensorFlow and word embedding
Suppose I gave you the title of an article â€œAmazing Flat version of Twitter Bootstrapâ€ and asked you which publication that article appeared in: the New York Times, TechCrunch, or GitHub. What would be your guess? How about an article titled â€œSupreme Court to Hear Major Case on Partisan Districtsâ€? Did you guess GitHub and New York Times? Why? Words like Twitter and Major are likely to occur in an
manboubird 2017/07/16
tensorFlow

convolutionalNeuralNetworks

classification

machineLearning
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https://dl.acm.org/citation.cfm?id=2396402
manboubird 2017/07/02
Clothing genre classification by exploiting the style elements

paper

objectDetection

acmMultimedia

fashion

computerVision

classification
ãƒªãƒ³ã‚¯
https://cs231n.stanford.edu/reports/2016/pdfs/286_Report.pdf
manboubird 2017/06/08
Apparel Classification using CNNs

paper

apparel

classification

computerVision

convolutionalNeuralNetworks

deepLearning
ãƒªãƒ³ã‚¯
GitHub - stratospark/food-101-keras: Food Classification with Deep Learning in Keras / Tensorflow
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manboubird 2017/05/29
food

classification

deepLearning

keras
ãƒªãƒ³ã‚¯
Traffic signs classification with a convolutional network
Traffic signs classification with a convolutional network This is my attempt to tackle traffic signs classification probl em with a convolutional neural network implemented in TensorFlow (reaching 99.33% accuracy). The highlights of this solution would be data preprocessing, data augmentation, pre-training and skipping connections in the network. Iâ€™m assuming you already know a fair bit about neura
manboubird 2017/05/29
computerVision

classification

convolutionalNeuralNetworks
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Lukas Bossard
ã“ã® [å¼•ç”¨å…ˆ] ã®ä»¶æ•°ã«ã¯ Scholar å†…ã®æ¬¡ã®è«–æ–‡ã¸ã®å¼•ç”¨ã‚‚å«ã¾ã‚Œã¦ã„ã¾ã™ã€‚* ãŒä»˜ã„ãŸè«–æ–‡ã¯ã€ãƒ—ãƒãƒ•ã‚£ãƒ¼ãƒ«å†…ã®è«–æ–‡ã¨ã¯ç•°ãªã‚‹å ´åˆãŒã‚ã‚Šã¾ã™ã€‚
manboubird 2017/05/21
Apparel classification with Style

fashion

apparel

dataset

streetstyle

classification

paper
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Implementing a CNN for Text Classification in TensorFlow
The full code is available on Github. In this post we will implement a model similar to Kim Yoonâ€™s Convolutional Neural Networks for Sentence Classification. The model presented in the paper achieves good classification performance across a range of text classification tasks (like Sentiment Analysis) and has since become a standard baseline for new text classification architectures. Iâ€™m assuming t
manboubird 2017/05/07
tensorFlow

classification

textMining

deepLearning

convolutionalNeuralNetworks

nlp

word2vec
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