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| <div class="eyebrow">Lakshitha Perera · Project index</div> |
| <h1>AI engineering projects, with the source to explore.</h1> |
| <p class="lead">A curated view of public machine learning, computer vision, language, and robotics repositories. Explore the GitHub source alongside published Hugging Face models and datasets from these projects.</p> |
| <div class="actions"> |
| <a class="button" href="https://github.com/lakshitha1629" target="_blank" rel="noopener noreferrer">GitHub profile ↗</a> |
| <a class="button secondary" href="https://huggingface.co/lakshitha1629" target="_blank" rel="noopener noreferrer">Hugging Face profile ↗</a> |
| </div> |
| </div> |
| </header> |
| <main class="wrap"> |
| <section aria-labelledby="assets-heading"> |
| <h2 id="assets-heading">Published models and datasets</h2> |
| <p class="section-intro">Original project artifacts with source links, usage details, and stated limitations.</p> |
| <div class="grid"> |
| <article class="card featured"><div class="tag">Model · PyTorch</div><h3>PhishNet phishing detection</h3><p>Saved classifier weights for numeric website features.</p><div class="links"><a href="https://huggingface.co/lakshitha1629/PhishNet-Phishing-Detection" target="_blank" rel="noopener noreferrer">Model ↗</a><a href="https://huggingface.co/datasets/lakshitha1629/PhishNet-Website-Features" target="_blank" rel="noopener noreferrer">Feature dataset ↗</a><a href="https://github.com/lakshitha1629/PhishNet_Deep_Learning_for_Phishing_Detection" target="_blank" rel="noopener noreferrer">GitHub ↗</a></div></article> |
| <article class="card featured"><div class="tag">Model · Tabular</div><h3>Crop disorder ontology classifier</h3><p>Serialized classifier from the Crop Disorder Detection project.</p><div class="links"><a href="https://huggingface.co/lakshitha1629/Crop-Disorder-Ontology-Classifier" target="_blank" rel="noopener noreferrer">Model ↗</a><a href="https://huggingface.co/datasets/lakshitha1629/Crop-Disorder-Symptom-Questions" target="_blank" rel="noopener noreferrer">Symptom dataset ↗</a><a href="https://github.com/lakshitha1629/Crop_Disorder_Detection" target="_blank" rel="noopener noreferrer">GitHub ↗</a></div></article> |
| <article class="card featured"><div class="tag">Model · Keras image classification</div><h3>Canine skin image classifier</h3><p>Two-class Keras checkpoint and labels from Pet Disease Detection. Research demo, not veterinary advice.</p><div class="links"><a href="https://huggingface.co/lakshitha1629/Canine-Skin-Image-Classifier" target="_blank" rel="noopener noreferrer">Model ↗</a><a href="https://github.com/lakshitha1629/Pet_Disease_Detection" target="_blank" rel="noopener noreferrer">GitHub ↗</a></div></article> |
| </div> |
| </section> |
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| <section aria-labelledby="ml-heading"> |
| <h2 id="ml-heading">Machine learning and language</h2> |
| <p class="section-intro">Model experiments and application code.</p> |
| <div class="grid"> |
| <article class="card featured"><div class="tag">Featured model · PyTorch</div><h3>PhishNet</h3><p>Experimental tabular classifier for phishing website features, with training code and saved weights.</p><div class="links"><a href="https://huggingface.co/lakshitha1629/PhishNet-Phishing-Detection" target="_blank" rel="noopener noreferrer">Hugging Face model ↗</a><a href="https://github.com/lakshitha1629/PhishNet_Deep_Learning_for_Phishing_Detection" target="_blank" rel="noopener noreferrer">GitHub ↗</a></div></article> |
| <article class="card"><div class="tag">Natural language</div><h3>Offensive Language Detector</h3><p>Notebooks and data for Sinhala offensive language detection and preprocessing.</p><div class="links"><a href="https://github.com/lakshitha1629/Offensive_Language_Detector" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Recommendation</div><h3>Product Recommendation Engine</h3><p>Recommendation experiment with notebooks, sample data, and a serialized model artifact.</p><div class="links"><a href="https://github.com/lakshitha1629/Product_Recommendation_Engine" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Optimization</div><h3>SDN Resource Allocation</h3><p>Software-defined networking project with genetic algorithm, prediction, API, and monitoring components.</p><div class="links"><a href="https://github.com/lakshitha1629/SDN_Resource_Allocation" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| </div> |
| </section> |
| <section aria-labelledby="vision-heading"> |
| <h2 id="vision-heading">Computer vision and applied research</h2> |
| <p class="section-intro">Image-processing and classification prototypes.</p> |
| <div class="grid"> |
| <article class="card"><div class="tag">Full-stack AI</div><h3>Pet Disease Detection</h3><p>Application repository with frontend, backend, OpenCV work, and a Keras model component.</p><div class="links"><a href="https://github.com/lakshitha1629/Pet_Disease_Detection" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Agriculture</div><h3>Crop Disorder Detection</h3><p>Plant-disorder image-processing project with application, frontend, backend, and documentation.</p><div class="links"><a href="https://github.com/lakshitha1629/Crop_Disorder_Detection" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">OpenCV</div><h3>Number Plate Recognition</h3><p>Python experiments for number-plate recognition from images and camera input.</p><div class="links"><a href="https://github.com/lakshitha1629/OpenCV-NumberPlate" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Computer vision</div><h3>Parking Management System</h3><p>Parking application designed around number-plate detection and fee calculation.</p><div class="links"><a href="https://github.com/lakshitha1629/Parking_Management_System" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Measurement</div><h3>MeasureDistances-AI</h3><p>Bicycle measurement system with Python and application components.</p><div class="links"><a href="https://github.com/lakshitha1629/MeasureDistances-AI" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Research prototype</div><h3>Movement Assessment AI</h3><p>Research code for classifying general movement patterns; not a clinical diagnostic tool.</p><div class="links"><a href="https://github.com/lakshitha1629/MovementAssessment-AI" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Legacy prototype</div><h3>Thief Identifier</h3><p>Older identification-system repository with model and application components.</p><div class="links"><a href="https://github.com/lakshitha1629/Thief_Identifier" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| </div> |
| </section> |
| <section aria-labelledby="related-heading"> |
| <h2 id="related-heading">Related robotics and knowledge systems</h2> |
| <p class="section-intro">Engineering experiments adjacent to AI and data systems.</p> |
| <div class="grid"> |
| <article class="card"><div class="tag">Robotics</div><h3>Robo ARM MindWave</h3><p>Robotic-hand experiments with Arduino code, notebooks, and prediction components.</p><div class="links"><a href="https://github.com/lakshitha1629/Robo_ARM_MindWave" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Robotics</div><h3>Robo ARM Kinect</h3><p>Kinect and Arduino components for a robotic-arm project.</p><div class="links"><a href="https://github.com/lakshitha1629/Robo_ARM_Kinect" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Motion systems</div><h3>Human Motion Imitation</h3><p>API and backend work for a motion-imitation project.</p><div class="links"><a href="https://github.com/lakshitha1629/HumanMotionImitation" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| <article class="card"><div class="tag">Knowledge representation</div><h3>Supply Chain Ontology</h3><p>Ontology-centered application with frontend and backend components.</p><div class="links"><a href="https://github.com/lakshitha1629/Supply_Chain_Ontology" target="_blank" rel="noopener noreferrer">GitHub source ↗</a></div></article> |
| </div> |
| </section> |
| <aside class="note">These are links to source repositories, not claims that every project has a runnable demo or production-ready model. The PhishNet model card describes its preprocessing and evaluation limitations.</aside> |
| </main> |
| <footer><div class="wrap">Lakshitha Perera · <a href="https://github.com/lakshitha1629" target="_blank" rel="noopener noreferrer">GitHub</a> · <a href="https://huggingface.co/lakshitha1629" target="_blank" rel="noopener noreferrer">Hugging Face</a></div></footer> |
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