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I need a complete Python application that runs on a Raspberry Pi 5 and identifies plant-leaf diseases in real time from the Pi camera. The same core model must also accept still-image uploads. All three disease categories—Fungal, Bacterial and Viral—have to be recognised with reliable accuracy. The user interface will be a Django web app. Within that app I want three role levels—Admin, Standard user and Guest—each with appropriate permissions for running detections, reviewing results and managing data. Please structure the code so that REST endpoints are cleanly separated; this will let me expose the following Android-ready APIs later on: live-video analysis, image-file analysis and retrieval of disease-history logs. Deliverables • Python inference engine (TensorFlow/PyTorch + OpenCV acceptable) optimised for Raspberry Pi 5 • Django project with the described role system, templates and REST endpoints • Model-training notebook or script plus labeled dataset reference • Setup script or Dockerfile for one-step deployment on a fresh Pi • Brief README covering install, usage and endpoint documentation Acceptance criteria 1. Live camera stream on the Pi returns disease label and confidence <2 s per frame under normal lighting. 2. Image upload route returns the same JSON structure as the live stream. 3. Role permissions enforced: Guests read-only, Standard users run detections, Admin manages users/data. 4. Endpoints for Android are clearly namespaced and documented in Swagger or similar. Code quality, clarity and repeatability matter more to me than exotic UI design, so keep the front end simple and focus effort on robust detection and clean APIs.
Project ID: 40209488
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21 freelancers are bidding on average ₹8,662 INR for this job

Greetings, I have read the project description I have been working on a similar project in recent time "PI inference projects" I am interested in the work open a chat to discuss requirements in details.
₹35,000 INR in 7 days
5.7
5.7

https://www.freelancer.com/projects/raspberry-pi/Powered-Monitoring-Prototype-Development/reviews ## EXPERT ##(Python and Raspberry PI, Machine learning) Hello, How are you? I’ve completed several raspberry pi projects before successfully. Recently, I developed Smart Dashcam using Raspberry PI and USB Dongle in Netherland. You can check this in my portfolio. I can upload my previous works too.. I am sure and I can start immediately. Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.
₹12,500 INR in 7 days
5.7
5.7

Raspberry Pi Plant Disease Detection Will finish in 24 hours, Already build this detector using Yii , I can build a Python app for Raspberry Pi 5 that detects Fungal, Bacterial, and Viral leaf diseases in real time and via image uploads. The app will include a Django web interface with Admin, Standard, and Guest roles, clean REST APIs, and a simple front end. Delivery includes the inference engine, training scripts, Docker/setup, and API docs. I focus on fast, accurate detection, clean code, and repeatable deployment and can start immediately.
₹18,000 INR in 1 day
5.6
5.6

Hi, I'm an experienced Python developer with the necessary skills to complete your project. I have the necessary skills and experience to tackle this project effectively. My expertise includes digital signal processing (MATLAB & PYTHON), image processing (Image Classification, Object Detection, Semantic Segmentation), natural language processing (question answering, sentiment classification, named entity recognition (NER) tagging), reinforcement learning (Deep Q-Network model-free and model-based training) which makes me an ideal candidate for this project. I have almost 5 years of experience in python programming. Specifically, I have expertise in machine learning techniques (SVM, DT, RF, etc.) My track record of success with similar projects is proof that I can deliver results quickly and accurately. If you're interested in hearing more about how I could help you, please don't hesitate to reach out! I can provide the requirements with minimum time and cost.
₹7,000 INR in 7 days
5.8
5.8

With my extensive 7 years of experience in software development, I bring a unique set of skills that align perfectly with your project needs. My proficiency in Python is unparalleled, and I have worked on various web development projects using the Django framework, which aligns perfectly with your requirement for a Python application running on Raspberry Pi 5 and a Django web app. Additionally, I have hands-on experience with TensorFlow and OpenCV that make me well-suited to train the model for leaf-disease detection with accurate results. Lastly, meeting and exceeding client expectations is crucial to me, which makes me go the extra mile to ensure utmost satisfaction from my clients. Combined with my expertise, adaptability to newer technologies and unrestrained commitment to excellence, I am confident that I
₹1,500 INR in 7 days
6.4
6.4

With an extensive background in web and mobile development, my company and I are poised to deliver a top-notch Python application for your Raspberry Pi leaf disease detector project. Our expertise lies in E-commerce and CMS based websites, but we're no strangers to projects that require a deep understanding of Python frameworks like Django. We always prioritize code quality and clarity, which aligns perfectly with your acceptance criteria. In terms of the specific requirements of your leaf disease detection project, our team is skilled in utilizing popular machine learning libraries such as TensorFlow and PyTorch for model training. We also have experience with OpenCV to ensure high-performance image analysis on the Pi. In short, not only can we confidently design an inference engine optimized for Raspberry Pi 5, but we can also provide you with a model-training notebook or script plus a labeled dataset reference to empower you beyond this project. An added bonus is our cherished commitment to providing ongoing client support. After the delivery of the project, we offer free 3 months support for existing development. Additionally, our domain and hosting services are of high-quality yet reasonably priced—a perfect fit for any business or individual seeking reliable hosting. I understand that code alone doesn't complete a project - it's about empowering technology users. I aim to provide much more than just an excellent product - a meaningful partnership.
₹15,000 INR in 7 days
4.6
4.6

Hello, I’m Abbas Jawadwala, from SMB ElectroTech—a specialized electronic product development company with 6+ years of experience delivering production-ready electronics solutions, not just prototypes. Unlike most bids here, we operate as a dedicated engineering team, supporting clients across: 1. Electronics Hardware & PCBs (up to 32 layers) 2. Embedded firmware & RTOS development 3. IoT, cyber-physical systems & smart devices 4. Review, Diagnostics and troubleshooting Rather than writing a long pitch here, I’d prefer to talk through what you’re building, the expectations for this role, and how I could support the team on a quick call. If this aligns with what you’re looking for, please click the blue “Chat” button to start the conversation—I’d be happy to discuss your project in detail. Best regards, Abbas Jawadwala SMB ElectroTech PS :-To understand the quality of work we deliver, I recommend reviewing our Freelancer profile and the projects we’ve completed.
₹7,000 INR in 7 days
3.6
3.6

Hello, I’m Ankur, a freelance developer with a dedicated team of professionals. I read all your requirements for website and I assure you that I will provide high-quality work at the proper time. Additionally, we also provide you 3 months of support from our side. As a Full Stack Developer, I specialize in Web and App Development, boasting a portfolio of stunning projects with top-notch UI/UX design. My expertise spans Flutter (for both Android and iOS), PHP, and WordPress, and I bring over 7 years of experience to the table. Whether it’s websites, applications, or e-commerce platforms, I’ve got you covered. But I’m not limited to just coding. My skill set extends to graphic design and logo creation, offering you a one-stop solution for all your project needs. With a track record of over 500 completed projects, I am committed to delivering nothing short of excellence. My ultimate goal is your complete satisfaction. Thank you for considering me for your project. I’m ready to transform your vision into a reality that stands out in today’s competitive landscape. Best Regards, Ankur Hardiya
₹7,000 INR in 7 days
0.2
0.2

I have just completed a similar project. I developed a Python application on Raspberry Pi that processes live camera input and image uploads, accurately detecting multiple plant leaf diseases with under 2-second latency per frame. You won’t find a specialist better aligned with what you’re looking for. I understand the importance of a reliable multi-role Django web app integrated with clear RESTful APIs for seamless real-time analysis and data management. I specialize in transforming complex business requirements into high-converting, user-centric digital assets. I’d love to chat about your project! The worst that can happen is you walk away with a free consultation. Regards, Bjork Bronkhorst
₹9,400 INR in 7 days
0.0
0.0

I can deliver a complete, production-ready Python application for Raspberry Pi 5 that identifies plant-leaf diseases, Fungal, Bacterial, and Viral, with high accuracy, both in real-time via Pi camera and through still-image uploads. The system will include a Django web app with three roles (Admin, Standard user, Guest), secure REST endpoints, and future-ready APIs for Android integration. I will provide: Optimized TensorFlow/PyTorch + OpenCV inference engine for Pi 5 Django project with role-based permissions, templates, and REST APIs Model training notebook/script with dataset references Setup script or Dockerfile for easy one-step deployment Comprehensive README documenting installation, usage, and APIs I ensure robust detection, clean modular code, and accurate role enforcement. My approach prioritizes clarity, maintainability, and future scalability, with Swagger-documented endpoints for seamless integration with mobile apps. I am confident in delivering this project on time, with high code quality, repeatability, and reliability, making it fully functional on a fresh Raspberry Pi 5 setup.
₹7,000 INR in 5 days
0.0
0.0

I am a Python developer with expertise in Django and Machine Learning. I can build a robust Leaf Disease Detector for your Raspberry Pi 5, covering Fungal, Bacterial, and Viral diseases. I will ensure a clean Django web interface with the requested user roles (Admin/Standard/Guest) and high-performance inference. Ready to start immediately.
₹7,000 INR in 7 days
0.0
0.0

Leveraging my robust skills in Python and AI, I am more than capable of executing your Raspberry Pi Leaf Disease Detector project with flying colors. Your emphasis on a highly optimized inference engine is something I can deliver, using TensorFlow or PyTorch - tools I'm well-versed in. With my expertise in OpenCV, I can ensure timely processing of leaf images taken by the Raspberry Pi's camera. In terms of your Django web app, I have extensive experience in developing RESTful APIs and can cleanly structure your app to suit your needs. My meticulous approach to code writing and in-depth knowledge of software engineering principles guarantee high-quality code that adheres to industry best practices—don't worry about any endpoint ambiguity as documentation is always a priority for me. Most importantly, I am deeply passionate about cutting-edge, impactful technologies like machine learning and robotics. Completing projects such as yours would not only broaden my horizons as a professional but also allow me to contribute to sustainable farming practices by enabling early disease detection. Let's get started on optimizing this project and delivering a top-notch solution.
₹1,500 INR in 4 days
0.0
0.0

As an Embedded Systems Developer with a deep-rooted base in Raspberry Pi and Python, I believe I am a strong contender for your Raspberry Pi Leaf Disease Detector project. My forte lies not just in writing Python applications optimized for the Raspberry Pi, but also in creating efficient and robust detection algorithms that can cater to real-time requirements like yours. My experience in bare-metal firmware and RTOS embedded software development has honed my low-level register programming skills, which are essential for interfacing with peripheral devices like the Pi camera. Furthermore, my familiarity with Proteus for circuit simulation and firmware testing aligns perfectly with your need for reliability and repeatability. Apart from this, I understand that history log retrieval is an integral part of your system. My knowledge of working with databases on the Raspberry Pi can ensure an efficient organization and management of the disease-history logs. All of these skills combined with my structured and detail-oriented development approach make me the perfect fit for your project.
₹7,000 INR in 7 days
0.0
0.0

Latur, India
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