The latest field in AI that is growing rapidly is Image processing especially under machine learning and deep learning there is a vast growth. Our research professionals analyze how we can interpret, and make decisions based on digital images. We have a team of hands-on experience working developers, on image processing projects who are our invaluable asset.
AI project ideas related to image processing:
Object Detection and Tracking
Here the main goal is we target to detect and track objects in real-time using cameras by using Convolutional Neural Networks (CNN), YOLO, OpenCV.
Facial Recognition System
Our developer’s aim is to create a facial recognition system for security or user identification using technologies as DeepFace, FaceNet, Dlib, OpenCV.
Medical Image Analysis
We detect anomalies or diseases like tumors or fractures by using CNN, Transfer Learning, DICOM image standards in medical images.
Real-time Gesture Recognition
Hand gestures for human-computer interaction will be recognized by applying CNN, OpenCV, TensorFlow or PyTorch.
To change black and white images to colour automatically we use Generative Adversarial Networks (GANs), CNN.
Text Extraction from Images
From images or real-world photographs Extract and digitize text technologies as
Optical Character Recognition (OCR), Tesseract, CNN are made of for a successful completion of AI project.
Image Segmentation for Autonomous Vehicles
For autonomous navigation its widely used to Segment Road, vehicles, pedestrians and other components by Semantic Segmentation, U-Net, TensorFlow or PyTorch.
Neural Style Transfer, VGG-19, PyTorch will be applied from artistic styles to photos.
The resolution of images can be improved by using deep learning techniques as SRCNN, ESRGAN, TensorFlow or PyTorch.
Emotion Recognition from Facial Expressions
Here we classify human emotions based on facial expressions by using technologies like CNN, Facial Landmark Detection, OpenCV.
Pix2Pix, CycleGAN, TensorFlow or PyTorch are used for translating between various types of images, e.g., satellite to map.
Augmented Reality Filters
OpenCV, ARKit or ARCore, CNN are the technologies used to generate AR filters like Snapchat.
A summary of long videos is generated by selecting the most important frames or clips here our research team use RNN, LSTM, Shot Detection.
Anomaly Detection in Security Surveillance
Identify Anomalous activities in surveillance footage can be analyzed the technologies we apply are Anomaly Detection Algorithms, OpenCV.
Captions for images will be generated automatically we make use of CNN, Recurrent Neural Networks (RNN), Natural Language Processing.
Plant Disease Identification
Plant diseases can be recognized and classified based on its leaf images by using CNN, TensorFlow or PyTorch.
Content-Based Image Retrieval
To recover similar images from a database based on the content with the aid of Feature Extraction, Nearest Neighbors Algorithm.
We have the best Image processing projects for PhD. Researchers, MS scholars who are perusing courses on image processing. Get professional help for your AI Image Processing Projects from matlabprojects.org, you will find top image processing project ideas for scholars to get hands-on experience on image processing projects by our lead developers. Paper writing, Thesis writing services are done successfully by us.
Artificial intelligence image processing Research Topics & Ideas
Hope now you have a basic understanding of what is image processing let us dive into some of the project ideas that create by using the above-mentioned concept on image processing. You can explore a huge repository of our image processing AI projects.
- Lossless Image/Video Embedded Compression for Memory Bandwidth Saving of AI Applications
- AIX Implementation in Image-Based PM2.5 Estimation: Toward an AI Model for Better Understanding
- Towards Creating Exotic Remote Sensing Datasets using Image Generating AI
- FHI-Unet: Faster Heterogeneous Images Semantic Segmentation Design and Edge AI Implementation for Visible and Thermal Images Processing
- Smart Device Waiter using AI image and Voice Recognition with an IPS Navigation System
- Generative AI with Python and TensorFlow 2: Create images, text, and music with VAEs, GANs, LSTMs, Transformer models
- Cartoon image processing and promotion strategy based on AI intelligent technology
- AI-Powered Image-Based Tomato Leaf Disease Detection
- Efficient AI-Enabled Pneumonia Detection in Chest X-ray Images
- Applications of Artificial Intelligence in Biomedical Image Processing
- Real-time Image Edge Detection System Design and Algorithms for Artificial Intelligence FPGAs
- Approaches of artificial intelligence in biomedical image processing: A leading tool between computer vision & biological vision
- iVoiding: A Thermal-Image based Artificial Intelligence Dynamic Voiding Detection System
- Image Recognition and Diagnosis System of Early Gastric Cancer Based on Artificial Intelligence Algorithm
- Artificial Intelligence Image Recognition In healthcare
- Research on Invasive Insect Image Recognition Based on Artificial Intelligence
- Summary and Experiment on the Exploration of Brain Tumour Image Classification Recognition: Initial Experience of Artificial Intelligence Technology
- The Survey of Digital Image Analysis with Artificial Intelligence- DCNN Technique
- An Image Processing and Artificial Intelligence based Traffic Signal Control System of Dhaka
- Research about Tongue Image of Traditional Chinese Medicine (TCM) Based on Artificial Intelligence Technology
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