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How to classify 525 Bird Species using Inception V3 and TensorFlow

Inception V3

Transfer Learning with Inception V3 in TensorFlow for Images. Introduction In this guide you will build a full image classification pipeline using Inception V3. You will prepare directories, preview sample images, construct data generators, and assemble a transfer learning model.You will compile, train, evaluate, and visualize results for a multi-class bird species dataset.This tutorial embeds […]

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How to perform a face Swap in a Video with Your Own image using Roop

Deep fake

Introduction (face Swap): In this tutorial, we’re diving into the world of Deepfake and face swapping using the Roop Python library. As we explore the innovative techniques behind Deepfake technology, it’s crucial to understand the ethical implications and potential misuse of this powerful tool. Deepfakes can be used creatively in film, art, and entertainment, but

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Olympic Sports Image Classification with EfficientNetV2

Efficientnet olympic build model custom dataset

Introduction Image classification is one of the most exciting applications of computer vision. It powers technologies in sports analytics, autonomous driving, healthcare diagnostics, and more. In this project, we take you through a complete, end-to-end workflow for classifying Olympic sports images — from raw data to real-time predictions — using EfficientNetV2S, a state-of-the-art deep learning

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Amazing Trip to Slovakia – Hebrew

Amazing trip to Slovakia

מסלול טיול בסלובקיה למשפחה (9 ימים): הרי הטטרה, מערות, טירות, רכבלים ,אגמים ופסגות סלובקיה כללי (חשוב מאד לקרוא) בחירת המלון :התלבטנו לגבי מיקום המלון ובחרנו בסופו של דבר מלון בהרי הטטרה הגבוהים תוך התחשבות בקריטריונים הבאים מכיון שבמלונות בסלובקיה אין מזגן . בחרנו בהרי הטטרה הגבוהים ששם מאד נעים ביום ובלילה חיפשנו מלון שלא גובה

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How to Classify images using Efficientnet B0

How to Classify images using Efficientnet B0

Introduction In this tutorial, we’ll explore how to use EfficientNetB0, a powerful deep learning model available in TensorFlow and Keras, for image classification. EfficientNet models are known for their efficiency and accuracy, making them an excellent choice for tasks like classifying objects in images. We’ll use a pre-trained EfficientNetB0 model trained on the ImageNet dataset,

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How To Actually Use MobileNetV3 for Fish Classifier

MobileNetV3 classify images transfer learning

This is a transfer learning tutorial for image classification using TensorFlow involves leveraging pre-trained model MobileNet-V3 to enhance the accuracy of image classification tasks. By employing transfer learning with MobileNet-V3 in TensorFlow, image classification models can achieve improved performance with reduced training time and computational resources. We’ll go step-by-step through: 👉 Watch the full tutorial here

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How To Actually Fine-Tune MobileNetV2 | Classify 9 Fish Species

How To Actually Fine-Tune MobileNetV2 | Classify 9 Fish Species

🎣 Classify Fish Images Using MobileNetV2 & TensorFlow 🧠 In this hands-on video, I’ll show you how I built a deep learning model that can classify 9 different species of fish using MobileNetV2 and TensorFlow 2.10 — all trained on a real Kaggle dataset! This Tensorflow image recognition tutorial covers from dataset splitting to live

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