Analytics Vidhya

APRIL 1, 2023

Introduction The current trend in NLP includes downloading and fine-tuning pre-trained models with millions or even billions of parameters. However, storing and sharing such large trained models is time-consuming, slow, and expensive.

NLP 281

NLP Deep Learning Python 281

NVIDIA

MARCH 27, 2024

Image-to-Video model can be downloaded on Hugging Face. Download the TensorRT extension for Stable Diffusion Web UI on GitHub today. Optimized for LLMs What TensorRT brings to deep learning, NVIDIA TensorRT-LLM brings to the latest LLMs. The optimized Stable Video Diffusion 1.1 of DaVinci Resolve.

LLM 126

LLM Generative AI Large Language Models AI 126

Unite.AI

NOVEMBER 7, 2023

Step 1: Download the HitPaw Photo Enhancer I started by going to the HitPaw Photo Enhancer page and selecting “Try It Free.” Follow the steps to complete the download (this only took a few minutes). Step 2: Drag & Drop Your Image Once downloaded, the HitPaw Photo Enhancer window opens.

AI 162

AI AI Deep Learning Explainability 162

Viso.ai

DECEMBER 20, 2023

Modern vision systems use algorithms based on machine learning, deep learning especially, that need to be trained on images annotated by humans (supervised learning). A deep learning model trained for AI vision inspection in Manufacturing Where can I try CVAT? Find more here.

Computer Vision 98

Computer Vision Deep Learning Neural Network Automation 98

Marktechpost

NOVEMBER 25, 2023

snnTorch , a pandemic-born passion project, has gained traction, surpassing 100,000 downloads. The research explores the limitations and opportunities of brain-inspired deep learning, recognizing the gap in understanding brain processes compared to AI models.

Neural Network 113

Neural Network Python Deep Learning Artificial Intelligence 113

Mlearning.ai

JANUARY 27, 2023

Save this blog for comprehensive resources for computer vision Source: appen Working in computer vision and deep learning is fantastic because, after every few months, someone comes up with something crazy that completely changes your perspective on what is feasible. A dataset is a group of samples (in this case, photos or videos).

Computer Vision 98

Computer Vision Deep Learning Python Neural Network 98

PyImageSearch

MAY 8, 2023

What is the reason for such injustice, and how can we exploit that in machine learning? To learn how to understand and correctly interpret causality, just keep reading. Jump Right To The Downloads Section Introduction to Causality in Machine Learning So, what does causal inference mean? Let’s find out.

Machine Learning 111

Machine Learning Computer Vision Deep Learning Neural Network 111

AWS Machine Learning Blog

FEBRUARY 20, 2024

Download the model and its components WhisperX is a system that includes multiple models for transcription, forced alignment, and diarization. For smooth SageMaker operation without the need to fetch model artifacts during inference, it’s essential to pre-download all model artifacts. __dict__[WAV2VEC2_MODEL].get_model(dl_kwargs={"model_dir":

Metadata 95

Metadata Auto-complete Machine Learning Deep Learning 95

PyImageSearch

FEBRUARY 6, 2023

Furthermore, this tutorial aims to develop an image classification model that can learn to classify one of the 15 vegetables (e.g., If you are a regular PyImageSearch reader and have even basic knowledge of Deep Learning in Computer Vision, then this tutorial should be easy to understand. tomato, brinjal, and bottle gourd).

Auto-classification 144

Auto-classification Computer Vision Neural Network Deep Learning 144

PyImageSearch

FEBRUARY 20, 2023

Jump Right To The Downloads Section Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Introduction As deep learning practitioners, it can be tough to keep up with all the new developments. Automatic Differentiation is at the very heart of Deep Learning.

Machine Learning 114

Machine Learning Deep Learning Computer Vision Neural Network 114

PyImageSearch

APRIL 24, 2023

This tutorial is primarily for developers who want to accelerate their deep learning models with PyTorch 2.0. In this series, you will learn about Accelerating Deep Learning Models with PyTorch 2.0. TorchDynamo and TorchInductor (primarily for developers) (this tutorial) To learn what’s behind PyTorch 2.0,

Neural Network 103

Neural Network Computer Vision Deep Learning Python 103

PyImageSearch

JANUARY 9, 2023

To learn how to develop Face Recognition applications using Siamese Networks, just keep reading. Jump Right To The Downloads Section Face Recognition with Siamese Networks, Keras, and TensorFlow Deep learning models tend to develop a bias toward the data distribution on which they have been trained. That’s not the case.

Computer Vision 103

Computer Vision Deep Learning Neural Network Algorithm 103

AWS Machine Learning Blog

OCTOBER 5, 2023

First, download the Llama 2 model and training datasets and preprocess them using the Llama 2 tokenizer. For detailed guidance of downloading models and the argument of the preprocessing script, refer to Download LlamaV2 dataset and tokenizer. He focuses on developing scalable machine learning algorithms.

Machine Learning 97

Machine Learning Big Data Deep Learning Natural Language Processing 97

AWS Machine Learning Blog

MAY 15, 2024

Optimized GEMM kernels ONNX Runtime supports the Microsoft Linear Algebra Subroutine (MLAS) backend as the default Execution Provider (EP) for deep learning operators. AWS Graviton3-based EC2 instances (c7g, m7g, r7g, c7gn, and Hpc7g instances) support bfloat16 format and MMLA instructions for the deep learning operator acceleration.

NLP 89

NLP BERT Natural Language Processing Software Development 89

PyImageSearch

MARCH 20, 2023

Jump Right To The Downloads Section Training and Making Predictions with Siamese Networks and Triplet Loss In the second part of this series, we developed the modules required to build the data pipeline for our face recognition application. In Deep Learning, we need to train Neural Networks. That’s not the case.

Computer Vision 117

Computer Vision Deep Learning Neural Network Python 117

Mlearning.ai

JUNE 18, 2023

This puts paupers, misers and cheapskates who do not have access to a dedicated deep learning rig or a paid cloud service such as AWS at a disadvantage. In this article we show how to use Google Colab perform transfer learning on YOLO , a well known deep learning computer vision model written in C and CUDA.

Deep Learning 52

Deep Learning Computer Vision Python ML 52

AWS Machine Learning Blog

SEPTEMBER 20, 2023

AWS provides Deep Learning Containers (DLCs) for popular ML frameworks such as PyTorch, TensorFlow, and Apache MXNet, which you can use with SageMaker for training and inference. Our training script uses this location to download and prepare the training data, and then train the model. dummy_input = torch.randn(1, 1, 28, 28).to(device)

ML 99

ML Python Deep Learning Machine Learning 99

Towards AI

AUGUST 28, 2023

Apply these concepts to solve real-world industry problems in deep learning Taking a step away from classical machine learning (ML), embeddings are at the core of most deep learning (DL) use cases. You can download the images here [4]. You can download the data here (product images by [5]).

Deep Learning 82

Deep Learning Computer Vision Neural Network Natural Language Processing 82

Pragnakalp

APRIL 29, 2024

We’ve selected a research paper titled “DEEP LEARNING APPLICATIONS AND CHALLENGES IN BIG DATA ANALYTICS,” which can be accessed at the following link: [link] Please download the PDF and place it in your working directory. Then, provide the path to the variable named “pdf_link” in the code.

Deep Learning 59

Deep Learning Big Data LLM Data Science 59

AWS Machine Learning Blog

MARCH 8, 2023

This post shows a way to do this using Snowflake as the data source and by downloading the data directly from Snowflake into a SageMaker Training job instance. We create a custom training container that downloads data directly from the Snowflake table into the training instance rather than first downloading the data into an S3 bucket.

ML 105

ML Python Machine Learning Neural Network 105

AWS Machine Learning Blog

DECEMBER 12, 2023

In this post, we’ll summarize training procedure of GPT NeoX on AWS Trainium , a purpose-built machine learning (ML) accelerator optimized for deep learning training. In this post, we showed cost-efficient training of LLMs on AWS deep learning hardware. Ben Snyder is an applied scientist with AWS Deep Learning.

Deep Learning 96

Deep Learning Large Language Models Machine Learning Big Data 96

Flipboard

MARCH 6, 2023

Jump Right To The Downloads Section Triplet Loss with Keras and TensorFlow In the first part of this series, we discussed the basic formulation of a contrastive loss and how it can be used to learn a distance measure based on similarity. Looking for the source code to this post? Or has to involve complex mathematics and equations?

Computer Vision 97

Computer Vision Deep Learning Neural Network Artificial Intelligence 97

Flipboard

MARCH 24, 2023

It uses deep learning techniques to generate human-like responses to text inputs in a conversational manner.” No downloading of software or an app is required. Download the free ebook “ChatGPT For Lenders” on www.ChatGPTForLenders.com OpenAI also has a paid, premium version called ChatGPT Plus that costs $20 per month.

ChatGPT 147

ChatGPT AI Chatbots Artificial Intelligence Artificial Intelligence 147

Heartbeat

MARCH 13, 2024

Using Comet to monitor pre-trained models Photo by Daniel Korpai on Unsplash Transfer learning involves using a pre-trained model to solve a deep-learning problem. Comet extensively integrates with multiple libraries, including the most common ones for deep learning, such as TensorFlow, Keras, and Pytorch.

Deep Learning 52

Deep Learning Data Scientist ML Explainability 52

AWS Machine Learning Blog

NOVEMBER 26, 2023

You can recommend actions such as enrolling in loyalty programs, signing up for a newsletter or magazine, exploring a new category, downloading an app, and other actions that encourage conversion. User C 8103 Download the mobile app 2 0.48 User A 11999 Purchase in “Jewelry” category 2 0.86 User B 17141 Subscribe to Loyalty Program 2 0.71

Machine Learning 79

Machine Learning ML Software Engineer Deep Learning 79

Unite.AI

DECEMBER 19, 2023

Carl Froggett, is the Chief Information Officer (CIO) of Deep Instinct , an enterprise founded on a simple premise: that deep learning , an advanced subset of AI, could be applied to cybersecurity to prevent more threats, faster. What makes our model unique is it does not need data or files from customers to learn and grow.

Neural Network 147

Neural Network Deep Learning ML Metadata 147

Mlearning.ai

AUGUST 13, 2023

This library encompasses a range of advanced tasks such as object detection, classification, and segmentation based on deep learning techniques. Load Image ## Image downloaded from below link # [link] image = ' /borderless_table.jpg' img = Image.open(image) img Sample Image with a borderless table 4. Import Packages.

Deep Learning 98

Deep Learning Python Data Science Machine Learning 98

Mlearning.ai

FEBRUARY 9, 2023

AI tools, such as ChatGPT and DALL-E, are developed with deep learning techniques. Deep learning is a subfield of AI that aims to extract knowledge from data through complex neural networks. Performing deep learning projects is difficult. Building a deep learning model takes both money and time.

Deep Learning 52

Deep Learning NLP Natural Language Processing Computer Vision 52

Towards AI

JANUARY 30, 2023

YOLO is a deep learning algorithm that is used to detect objects in images and videos, and the Ultralytics package provides tools and libraries to help developers create and deploy YOLO models. But before that, we first need to download the validation dataset, which is coco2017. Here are the results in my case.

Convolutional Neural Networks 80

Convolutional Neural Networks Computer Vision Neural Network Algorithm 80

AWS Machine Learning Blog

APRIL 16, 2024

It employs advanced deep learning technologies to understand user input, enabling developers to create chatbots, virtual assistants, and other applications that can interact with users in natural language. If you download the example template and deploy it, you should see that an IAM role has been created.

Automation 86

Automation Deep Learning Artificial Intelligence Artificial Intelligence 86

PyImageSearch

APRIL 3, 2023

Jump Right To The Downloads Section Deploying a Custom Image Classifier on an OAK-D Introduction As a deep learning engineer or practitioner, you may be working in a team building a product that requires you to train deep learning models on a specific data modality (e.g., Looking for the source code to this post?

Neural Network 64

Neural Network Computer Vision Deep Learning AI 64

Heartbeat

AUGUST 7, 2023

Image of columns without “society” by author We finally download our new datagrid and proceed with our workflow. The download is on the far left of the bottom of the interface provided by Kangas. Image of columns by author According to my analysis, the column we want to drop is the “society” column, as it is unusable.

Deep Learning 52

Deep Learning Data Scientist Data Science Machine Learning 52

Pragnakalp

MAY 17, 2024

You can download it from Google Cloud SDK: ( [link] ). The paper, titled “DEEP LEARNING APPLICATIONS AND CHALLENGES IN BIG DATA ANALYTICS,” can be accessed through the link below. Q5: What is the main concept in deep learning algorithms? Here’s how: Install the Google Cloud SDK if you haven’t already.

Big Data 52

Big Data Deep Learning AI AI 52

Viso.ai

NOVEMBER 19, 2023

This includes various products related to different aspects of AI, including but not limited to tools and platforms for deep learning, computer vision, natural language processing, machine learning, cloud computing, and edge AI. This article provides an overview of AI software products worth checking out in 2024. TensorFlow 2.0

Computer Vision 97

Computer Vision Natural Language Processing Machine Learning Deep Learning 97

Mlearning.ai

FEBRUARY 23, 2023

GFPGAN (Generative Facial Prior-Generative Adversarial Network) GFPGAN is a deep-learning model that has shown great promise in restoring old images. Download Pre-Trained Weights wget [link] -P experiments/pretrained_models 4. Inference python inference_gfpgan.py -i inputs/whole_imgs -o results -v 1.3 -s

Deep Learning 52

Deep Learning Computer Vision Neural Network Python 52

Heartbeat

JANUARY 4, 2024

Now, go and download the dataset we will be using for this project into your local machine. " Download a Pretrained YoloV7 Model Proceed to download a pre-trained YoloV7 model here. Ensure you drag and drop this downloaded model, "yolov7.pt", Now, you can download and save the model.

Deep Learning 52

Deep Learning Algorithm Data Scientist ML 52

Mlearning.ai

FEBRUARY 2, 2023

Namaste, In this application, I have created a Deep learning model to predict the stock prices of the Indian listed company Vedanta Ltd. daily, weekly or monthly) and then download. daily, weekly or monthly) and then download. I have used LSTM to make the model. It will automatically create a .

Deep Learning 40

Deep Learning ML 40