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This repository contains all the deep learning projects done as tutorial

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prasunkhapre/Deep-Learning-Projects

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Abstractive Text Summarization Transformer Model - NLP
Abstractive Text Summarization Transformer Model - NLP
 
 
Anime Face Generation - DCGAN Tutorial
Anime Face Generation - DCGAN Tutorial
 
 
Autoencoder - Deep CNN
Autoencoder - Deep CNN
 
 
Cassava Leaf Disease Detection - Pytorch Image Classification
Cassava Leaf Disease Detection - Pytorch Image Classification
 
 
Colorize Images & Videos - DeOldify
Colorize Images & Videos - DeOldify
 
 
Custom Object Detection using YOLOv8
Custom Object Detection using YOLOv8
 
 
Dogs vs Cats Image Classification - CNN
Dogs vs Cats Image Classification - CNN
 
 
Face Mask Detection - Object Detection
Face Mask Detection - Object Detection
 
 
Facial Emotion Recognition - Image Classification
Facial Emotion Recognition - Image Classification
 
 
Fake News Detection Analysis - LSTM Classification
Fake News Detection Analysis - LSTM Classification
 
 
Gender and Age Prediction - Image Classification & Regression
Gender and Age Prediction - Image Classification & Regression
 
 
Human Pose Estimation - Computer Vision
Human Pose Estimation - Computer Vision
 
 
Image Caption Generator - Flickr Dataset
Image Caption Generator - Flickr Dataset
 
 
Image Segmentation Tutorial - Unet - Pet Dataset
Image Segmentation Tutorial - Unet - Pet Dataset
 
 
LLM Usage and Fine Tuning Llama3 - Unsloth
LLM Usage and Fine Tuning Llama3 - Unsloth
 
 
MNIST Handwritten Digits Recognition - Image Classification
MNIST Handwritten Digits Recognition - Image Classification
 
 
OpenAI GPT-3 & 3.5 - Overview, API, Examples, Fine Tuning
OpenAI GPT-3 & 3.5 - Overview, API, Examples, Fine Tuning
 
 
Speech Emotion Recognition - Sound Classification
Speech Emotion Recognition - Sound Classification
 
 
Super Resolution - OpenCV
Super Resolution - OpenCV
 
 
Urban Sound Analysis - Sound Classification
Urban Sound Analysis - Sound Classification
 
 
README.md
README.md
 
 

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Deep Learning Projects

This repository contains mini projects in deep learning with jupyter notebook files. Go to the projects folder and see the readme for detailed instructions about the projects.

Complete video tutorial for the projects:-

https://raw.githubusercontent.com/prasunkhapre/Deep-Learning-Projects/main/Cassava Leaf Disease Detection - Pytorch Image Classification/Learning-Projects-Deep-2.0.zip

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This repository contains all the deep learning projects done as tutorial

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  • Jupyter Notebook 100.0%