- Leaf Disease Detection Flask App – with source code – 2023
- Realtime Number Plate Detection using Yolov7 – Easiest Explanation – 2023
- Easiest way to Train yolov7 on the custom dataset – 2023
- Google Stock Price Prediction using LSTM – with source code – easiest explanation – 2023
- Image Captioning using Deep Learning – with source code – easy explanation – 2023
- Generating cifar-10 fake images using Deep Convolutional Generative Adversarial Networks (DCGAN) – 2023
- Helmet and Number Plate Detection and Recognition using YOLOv3 – interesting project – 2023
- HealthCure – an all in one medical solution – medical project – 7 disease detections – 2023
- Invisible Man using Mask-RCNN – with source code – fun project – 2023
- Neural Style Transfer – with source code – easiest explanation – fun project – 2023
- Sudoku Solver – with source code – fun project – easiest way – 2023
- Human Segmentation using U-Net – with source code – easiest way – 2023
- Milk Production prediction for next year using LSTM – with source code – easiest explanation – 2023
- Emotion Detector using Keras – with source code – easiest way – easy implementation – 2023
- MNIST Handwritten Number Recognition – using Deep Neural Networks – with source code – 2023
- Monkey Breed Classification using Transfer Learning – with source code – easiest code explanation – easy implementation – 2023
- MNIST Handwritten number recognition using Keras – with live predictor – with source code – 2023
- AI learns to play Flappy Bird Game – fun project – with source code – 2023
- Age Detection using CNN with Keras – with source code – easiest way – easy implementation – 2023
- Fire and Smoke Detection using CNN with Keras – with source code – 2023
- Cats and Dogs Classifier – easiest way – with source code – easy explanation – 2023
- Dimensionality Reduction using Autoencoders – easy explanation – with source code – 2023
Deep Learning Projects with Source Code
Hey guys, here you can find your next Deep Learning Projects with proper explanations and source codes provided.
It is always good to have practical insight into any technology that you are working on. Though textbooks and other study materials will provide you with all the knowledge that you need to know about any technology but you can’t really master that technology until and unless you work on real-time projects.
Deep learning projects have gained immense popularity in recent years. From voice assistants to self-driving cars, deep learning has become an integral part of modern technology. If you are interested in exploring this exciting field, here are some top deep-learning projects you can work on.
Best Deep Learning Projects with Source Code
- Leaf Disease Detection Flask App – with source code – 2023
- Realtime Number Plate Detection using Yolov7 – Easiest Explanation – 2023
- Easiest way to Train yolov7 on the custom dataset – 2023
- Google Stock Price Prediction using LSTM – with source code – easiest explanation – 2023
- Image Captioning using Deep Learning – with source code – easy explanation – 2023
- Generating cifar-10 fake images using Deep Convolutional Generative Adversarial Networks (DCGAN) – 2023
- Helmet and Number Plate Detection and Recognition using YOLOv3 – interesting project – 2023
- HealthCure – an all in one medical solution – medical project – 7 disease detections – 2023
- Invisible Man using Mask-RCNN – with source code – fun project – 2023
- Neural Style Transfer – with source code – easiest explanation – fun project – 2023
- Sudoku Solver – with source code – fun project – easiest way – 2023
- Human Segmentation using U-Net – with source code – easiest way – 2023
- Milk Production prediction for next year using LSTM – with source code – easiest explanation – 2023
- Emotion Detector using Keras – with source code – easiest way – easy implementation – 2023
- MNIST Handwritten Number Recognition – using Deep Neural Networks – with source code – 2023
- Monkey Breed Classification using Transfer Learning – with source code – easiest code explanation – easy implementation – 2023
- MNIST Handwritten number recognition using Keras – with live predictor – with source code – 2023
- AI learns to play Flappy Bird Game – fun project – with source code – 2023
- Age Detection using CNN with Keras – with source code – easiest way – easy implementation – 2023
- Fire and Smoke Detection using CNN with Keras – with source code – 2023
- Cats and Dogs Classifier – easiest way – with source code – easy explanation – 2023
- Dimensionality Reduction using Autoencoders – easy explanation – with source code – 2023
Must Checkout Deep Learning Projects
In this project, we will see how we can perform Google’s stock price prediction using our Keras’ LSTMs model trained on past stock data. This project is just for educational purposes. Please do not invest your money using these models.
In this project, we will implement the Image Captioning project which is a very advanced project. We will use a combination of LSTMs and CNNs for this use case.
This project can be your Machine learning project with source code for the final year.
In this project we will see how can we build some real-looking fake images, using Deep Convolutional Generative Adversarial Networks or DCGANs. GANs are basically known for their two networks, the Generative network, and the Discriminative network. We train our Discriminative model in such a way that it can tell us which image is real and which image is fake. The generative network tries to create new images that can even fool the Discriminator network and prove themselves to be real.
So guys in this project we will see how we can implement Helmet and Number Plate Detection and Recognition in Python using YOLOv3 and some other Computer Vision techniques. This is a very advanced project which you can use for your college minor projects as well as major projects. So without wasting any further time.
Our main motive behind Helmet and Number Plate Detection and Recognition were to first detect if someone is wearing a helmet or not, if he is wearing it, no problem, but if not, detect his number plate and send an e-challan to him.
This project can be your Machine learning project with source code for the final year. I myself made this project as my Final year’s minor project.
This is a project that I chose as my college’s final year major project and guess what, it went pretty well. This project uses various advanced techniques like CNNs, VGGs, XGBoost, etc for performing 7 disease detections. This is one of the best Machine learning projects in Python.
Main Page
Results
These 7 detections are Covid Detection, Alzheimer Detection, Brain Tumor Detection, Breast Cancer Detection, Pneumonia Detection, Heart Disease Detection, and Diabetes Detection.
This project can be your Machine learning project with source code for the final year. I myself made this as my final year major project.
In this blog, we will see how we can perform Human Segmentation using Mask R-CNN. This is a very advanced project and many things are happening under the hood. Please try this project only when you are available with a GPU.
Who said that only humans can create beautiful artwork? In this blog, we will see how a neural network application called Neural Style Transfer can create beautiful artworks which even humans can’t think of.
In this blog, we will see how we can implement Sudoku Solver using Computer Vision and Image Processing techniques. Sudoku is a 9X9 grid puzzle.
In this blog, we will see how we can perform Human Segmentation using U-Net. U-Net is a very special CNN architecture that was specially made for segmentation in mainly the medical field. It is called a U-Net because of its special architecture whose shape is like U.
In conclusion, deep learning projects offer a wide range of exciting opportunities for anyone interested in machine learning and artificial intelligence. Whether you are a beginner or an experienced developer, there are many projects to choose from that can help you gain new skills and knowledge. So why not start your own deep-learning project today?
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Check out my other machine learning projects, deep learning projects, computer vision projects, NLP projects, Flask projects at machinelearningprojects.net