Image Caption Generator using Flickr Dataset | Deep Learning | Python

⭐️ Content Description ⭐️ In this video, I have explained on how to develop a image caption generator using flickr dataset in python. The project uses keras & tensorflow framework for the implementation. It uses both image features and text features in the project for building the model. This will give a better understanding of how we can leverage the model architecture of different domains for a specific application. Text-based Tutorial: https://www.hackersrealm.net/post/image-caption-generator-using-python Dataset link for 8K: https://www.kaggle.com/adityajn105/flickr8k Dataset link for 32K: https://www.kaggle.com/datasets/hsankesara/flickr-image-dataset Code Files:https://tinyurl.com/imagecaption8k32k (Flick8k & 32k Notebooks with web url image testing) 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 Linkedin: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: https://youtu.be/fUSTbGrL1tc ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to Image Caption Generator 01:00 Import Modules 07:26 Extract Image Features using VGG16 18:38 Load Captions Data 26:43 Preprocess the Caption Data 38:15 Train Test Split 40:28 Create Data Generator Function 53:34 Model Creation - CNN LSTM 01:06:10 Generate Captions for Images 01:19:46 Visualize the Results of Image Caption 01:27:36 Improving the Results #imagecaptioning #deeplearning #hackersrealm #imagecaptiongenerator #flickr #imagecaption #machinelearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst