article thumbnail

The DataHour: Introduction to Tensorflow Javascript

Analytics Vidhya

Deep Learning is a subfield of Machine Learning, inspired by the biological neurons of a brain, and translated to artificial neural networks with representation learning. In this DataHour session, Umang will take you through a fun ride of live DEMO! Dear Readers, We bring you another episode of our DataHour series.

article thumbnail

ODSC East 2025: Meet the Innovators at the AI Expo & Demo Hall

ODSC - Open Data Science

The AI Expo & Demo Hall at ODSC East 2025 this May 13th to 14th is set to be a game-changer, featuring some of the most influential companies in AI, data science, and machine learning. Their demos will highlight how synthetic data enhances AI training without compromising security.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How to Visualize Deep Learning Models

The MLOps Blog

Deep learning models are typically highly complex. While many traditional machine learning models make do with just a couple of hundreds of parameters, deep learning models have millions or billions of parameters. The reasons for this range from wrongly connected model components to misconfigured optimizers.

article thumbnail

Microsoft Releases GRIN MoE: A Gradient-Informed Mixture of Experts MoE Model for Efficient and Scalable Deep Learning

Marktechpost

Artificial intelligence (AI) research has increasingly focused on enhancing the efficiency & scalability of deep learning models. However, traditional methods struggle to scale deep learning models efficiently without causing performance bottlenecks or requiring excessive computational power.

article thumbnail

AI News Weekly - Issue #385: Game theory improves the reliability of language models - May 16th 2024

AI Weekly

thenakedscientists.com Visual attention methods in deep learning: An in-depth survey Inspired by the human cognitive system, attention is a mechanism that imitates the human cognitive awareness about specific information, amplifying critical details to focus more on the essential aspects of data.

Robotics 262
article thumbnail

Vision-Language Model: PaliGemma for Image Description Generator and More

PyImageSearch

inputs = [ gr.Image(type="pil"), gr.Textbox(label="Prompt", placeholder="Enter your question") ] outputs = gr.Textbox(label="Answer") demo = gr.Interface(fn=process_image, inputs=inputs, outputs=outputs, title="Visual Question Answering with Fine-tuned PaliGemma Model", description="Upload an image and ask questions to get answers.")

article thumbnail

Building a Multimodal Gradio Chatbot with Llama 3.2 Using the Ollama API

Flipboard

Create the Gradio Blocks-based interface with gr.Blocks() as demo: gr.Markdown("# Enhanced Multimodal Chatbot with Llama 3.2 Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or has to involve complex mathematics and equations? Thats not the case.

Chatbots 149