Image classification using alexnet matlab jobs
suspicious activity detection using deep learning # Features Real-Time Detection: Monitors live camera feeds and detects suspicious activities instantly. Multi-Class Detection: Classifies activities such as harassment, fighting, vandalism, and abuse. Alert System: Sends real-time notifications to authorities upon detecting suspicious activities. Dataset-Based Training: Trained on UCF-Crime, AVENUE Video Dataset, and Violent-Flows for high accuracy. Technologies Used YOLOv8: For real-time object and people detection. CNN-LSTM: For recognizing and classifying human activities. Deep Learning Frameworks: TensorFlow, PyTorch. Backend: Flask/Django (replace with your backend framework). Frontend: Minimalistic web interface for real-time monitoring. Alert System: Email (integra...
I have a batch of high-resolution photos that first need professional retouching and then full virtual staging in a clean, modern style. The workflow is straightforward: 1. Polish the originals correct exposure, white balance, and perspective while removing any visual distractions so the base image looks natural yet vibrant. 2. Apply virtual furnishings that fit a contemporary aesthetic: sleek lines, muted palettes, and subtle accent pieces. The finished rooms must look ready for a design magazine—realistic shadows, accurate scale, and seamless integration are non-negotiable. Deliverables • One colour-corrected “empty” version of each photo (JPG ) • One virtually staged version of each photo in the same formats • Turnaround preview for f...
... so I will rely on you to flag the typical procurement references (Public Contracts Regulations 2015, CDM 2015, NEC or JCT wording if asked) and request any missing appendices from me early. Materials A particular manufacturer’s warm-roof build-up has already been approved. I will forward the data sheets; your task is to weave these into the technical response, confirming U-values, fire classification and warranty terms. Preferred format The council usually wants MS Word for narrative sections and an Excel Bill of Quantities; please build the response around that. If you use any tender management software, I am fine with that as long as the final files are editable. Acceptance criteria A submission that passes the council’s initial compliance check with no cl...
## **Combined Assignment Question** Using the datasets provided (** and **), apply appropriate data mining techniques to perform classification and clustering analysis. --- ### **Part 1: Naïve Bayes Classification ()** Using the cola preference dataset: 1. Apply the **Naïve Bayes method** to classify the 100 customers into: * **Regular** * **Light** cola preference 2. Based on your model, classify the following new customer: * Male, Married, Income = $42,000, Age = 47 * **State whether the customer prefers Regular or Light**, and justify your answer. 3. Evaluate the overall performance of your model: * How accurate is the classification? * Provide an interpretation of the results and any limitations of the model. --...
I need an image on a stock photo replaced by a specific person Requirements: - Replace Johny Depp face with provided specific person's face Ideal Skills and Experience: - Proficient in photo editing
I’m expanding a visual-data project and need everyday photos taken in; Canada Denmark Finland Germany Ireland Italy Netherlands Poland South Africa Spain United Kingdom Australia Bulgaria Croatia Czech Republic Egypt France Greece Hong Kong Romania India Israel Japan Kenya Mexico Morocco New Zealand Portugal Singapore Sweden Switzerland Turkey United Arab Emirates You’ll receive a checklist of objects—think small kitchen gadgets, furniture details, garden tools, and other common household items and others outside of your home. Simply shoot each item with your phone, keep the framing clear, and upload the originals through our web portal; no heavy editing or staging required. The pay rate for the task is $0.20 per submitted approved asset. If you’re based in one o...
I have 42 RAW shots ready—30 isolated product close-ups and 12 model images—and I need them brought up to a Tiffany-level, classic-and-elegant finish. For the product shots, every surface must be immaculate: remove every tiny blemish or scratch, balance the colours so the metals and stones read true, then push the brilliance just enough to make the diamonds pop without looking artificial. Each file has to sit on a pure, clipping-path-ready white (#FFFFFF) background and remain razor-sharp at 100%. The model photos call for natural-looking beauty work: even skin texture, no plastic skin effect, subtle tone matching, plus the same jewellery shine enhancement and a light background tidy-up so the pieces stay centre stage. I work in Adobe Photoshop and Capture One, so layered PS...
I need a dependable photographer to gather a fresh batch of everyday nature photos—specifically forests and trees. The focus is on two angles: • Close-ups that clearly show leaf texture and bark details...original (no stock), taken in natural light, and delivered at full resolution with basic metadata intact (location, date, and device). Please label each file so I can quickly distinguish between “close-up” and “wide” categories. Once we agree on the exact count and timeline, I will share a short checklist covering framing, orientation, and acceptable file formats. My priority is consistency and image clarity, so careful composition and adherence to instructions are essential. If you are ready to start right away and can meet a prompt deadline...
...Scope (Condensed) You will handle: Telephony: Asterisk or equivalent Backend: FastAPI / Django or similar Messaging: Chatwoot or equivalent AI: NLP classification, sentiment, risk scoring Data: PostgreSQL + dashboard tool (Metabase or similar) Deployment: Docker-based, secure cloud setup Budget Guidance We are open to serious, well-justified proposals. Expectation: $3,000 – $7,000 fixed price Proposals far below this range will be treated as high risk Preferred Agencies You are a strong fit if you have: Delivered end-to-end platforms (not just components) Experience with telephony or call centre systems Built AI-enabled products (NLP, classification, automation) Worked in Africa, emerging markets, or public health systems Screening Questions (Must Answer) Include cle...
...and I now need a polished report plus clean, well-commented MATLAB code. The main tasks are: • Write or refine the MATLAB scripts that reconstruct the sawtooth waveform, solve the accompanying analytical equations, and produce publication-quality plots. • Turn the work into a concise report written in clear technical English. The report must be structured as follows: – Introduction and Theory – Methodology and Code (with code excerpts and explanations) – Results and Analysis (figures embedded and discussed) I will review your past experience with similar signal-processing or MATLAB projects, so please highlight that background when you respond. Deliverables will be accepted once the code runs without modification in MATLAB...
I want a clean, responsive section slider built directly in Elementor on my WordPress site to showcase my products with supporting images. The slider will contain between one and five slides for now, each slide pairing the product visual with a short caption I can edit later. Please set it up so I can easily add, remove, or reorder slides from the Elementor editor without touching code. Smooth horizontal transition, swipe support on mobile, autoplay with manual navigation arrows, and basic pagination dots should all be enabled. I’d also like the option to toggle these features on or off from the widget settings. Deliverable: an Elementor-ready slider section fully integrated on the specified page, styled to match my current theme, plus a brief note (or short Loom video) showing w...
We supply: Product images Titles Descriptions Pricing Task: Upload and publish product listings to your store Ensure listings are clean and correctly formatted Ongoing Work: There is potential for ongoing work for the right person. Requirements: Active eBay or Amazon seller account Experience listing products Attention to detail To Apply: Send: Your store link Experience with listings
Urgent: adjust existing logo quality colors and sizing in addition to editing existing image
I would like you to edit the images I provide so they are eye capturing, premium and suit the brand tone (contrast,lighting enhancements etc) You would then integrate the edited images into the ready made elemantor website. This is for a luxurious glamping website, I would need someone who has attention to detail, great photo editing skills, experience with elemantor and someone who understand our brand feel and tone. I am also open to website changes/improvement to really get that luxurious feel. If you have experience editing photos and with elemantor I would love to hear from you.
Project Title AI-Powered Audio Analysis Software for Sleep Respiratory Detection & Snoring Classification Project Description I am looking for an expert in Audio Signal Processing and Machine Learning to develop a specialized software tool for analyzing 8-hour sleep audio recordings. The system must process audio data to identify, categorize, and log specific respiratory events using provided training datasets. 1. Detection & Classification Requirements The software must accurately detect and quantify the following: • Normal Breathing: Total event count. • Labored Breathing: Total event count. • Snoring Intensity Levels: o Low Snoring: 10 – 30 dB o Moderate Snoring: 30 – 50 dB o Heavy Snoring: 50 – 80 dB o Explosive Snoring: >...
Multi-tenant RAG SaaS. Python/FastAPI, , Supabase/pgvector. Full client isolation via Row Level Security. Per-tenant config set in admin panel: - AI mode: ...analyst, viewer. - Pipeline confidence threshold per tenant (default 0.80). Six-phase pipeline: ingest, acquire (OCR/Whisper/pdf-parse), classify, extract entities, summarise, embed (pgvector). Routing logic: if mode=hybrid, classification phase checks document category against tenant's sensitive-category list and routes accordingly to Claude API or local Ollama endpoint. Admin dashboard: create/suspend tenants, set all config above, monitor pipeline per tenant, view ingestion errors. Client dashboard: semantic search, document library, daily briefing. Docker image. Clean modular Python. No vibe coding. Fixed $...
I’m refreshing my Instagram presence and need a set of clean, minimalistic image posts that put the spotlight on my brand’s personality and values. The primary objective is to boost brand awareness, so every graphic should feel unmistakably “us” at a single glance—subtle palettes, generous white space, and crisp typography over clutter.
... Body • The page itself is purely visual—no long copy, just the product images arranged in a way that keeps load times quick and maintains the modern, minimal aesthetic. Footer • A single editable line must read: “Company A is exclusively distributed in Australia by Company B.” I need to be able to change that sentence myself inside the WordPress editor, so treat it as normal text, not an image. Timed pop-up After about five seconds, a premium-styled modal should appear. It must contain editable blocks for: (a) ROOF TOP TENTS · CANOPIES · CARAVANS (b) a phone number field (c) the line “Company A is now available in Australia” (d) a prominent “Enquire Now” button that links to a contact form or mailt...
I’m training a machine-learning model that must recognise consumer electronics, so I need a fresh, well-organised image dataset focused exclusively on product shots. The goal is to gather a wide visual range of smartphones, laptops, tablets, headphones, wearables, home-office gear and similar items photographed on plain backgrounds as well as in real-world settings. Here’s the scope in a nutshell: • Source or capture several thousand high-resolution JPEG or PNG images (at least 1024 px on the shortest side). • Keep each file clearly named by product type and brand, then group the images in logical folders for easy ingestion into my training pipeline. • Supply a simple CSV or JSON annotation file that pairs every filename with its product label; boun...
...distinct food categories, the first five result pages of each, and only products that carry a rating of 4 ★ or higher (I may dip to 3.5 ★ if a category is thin). For every qualifying SKU I need four specific JPEGs saved manually—no bots or scraping scripts, just right-click discipline so the originals stay crisp: • Front label • Nutrition panel • Ingredient list • Barcode/EAN Each image should keep Amazon’s default filename followed by a short suffix so it’s obvious which view it is (e.g., “…_front”, “…_nutrition”). You’ll log progress in a shared Google Sheets tracker I’ve set up, noting category, product URL, ASIN, rating, which of the four shots you secured, and any that ar...
Description: We are looking for contributors to help us collect a diverse set of pet images. Requirement: 200 cats and 200 dogs 20 images per pet Deadline: 30th April Open to: Individuals and Vendors Image Requirements Submit 40 photos of the same pet (only cats or dogs; no other animals) Images must be real and original (no internet, stock, or downloaded images) Include variety in poses, angles, and environments Older photos (puppy/kitten stage) are acceptable Capture pets in natural, everyday situations (not staged) Avoid human faces; if visible, PII consent is required Not Allowed AI-generated images Stock or internet images Studio or professional photos Diversity Guidelines 1. Breadth of Diversity Different breeds, colors, ages, and sizes Mix of indoor and outdoor enviro...
I’m expanding a visual-data project and need everyday photos taken in; Canada Denmark Finland Germany Ireland Italy Netherlands Poland South Africa Spain United Kingdom Australia Bulgaria Croatia Czech Republic Egypt France Greece Hong Kong Romania India Israel Japan Kenya Mexico Morocco New Zealand Portugal Singapore Sweden Switzerland Turkey United Arab Emirates You’ll receive a checklist of objects—think small kitchen gadgets, furniture details, garden tools, and other common household items and others outside of your home. Simply shoot each item with your phone, keep the framing clear, and upload the originals through our web portal; no heavy editing or staging required. The pay rate for the task is $0.20 per submitted approved asset. If you’re based in one o...
I have a collection of ordinary photos that I want to pass through an AI-powered generator and receive noticeably improved results without manual tweaking. Your solution can be a Python script, a small desktop utility, or a lightweight web app—as long as I can point it to an image and get a refined JPEG back in seconds. The generator should handle any everyday picture, whether it’s a night scene, a portrait, a landscape or something completely different, and consistently lift visual quality in the areas that matter most to me: • Brightness aur contrast • Sharpness aur detail • Colors aur tones Preferred output: JPEG. Feel free to lean on pretrained models such as Real-ESRGAN, Stable Diffusion upscalers, or any custom GAN that fits, as long as th...
...who can react to each image in real-time chat. Every response should be emotionally charged with respect not being required, with the most notable feature of being honest. Here’s what I expect from you: • For every photo I send, draft an immediate written reaction (around 100–150 words) that highlights strength, confidence, and positive self-perception, or you are welcome to speak about my body from your own personal perspective with no limits on word use or tone. • Keep the tone uplifting, authentic, and rooted in body-positive language. • No clinical analysis or detached critique—I’m looking for genuine feeling expressed with care. • Everything stays strictly private; discretion and confidentiality are non-negotiable. We wil...
I’m expanding a visual-data project and need everyday photos taken in; Canada Denmark Finland Germany Ireland Italy Netherlands Poland South Africa Spain United Kingdom Australia Bulgaria Croatia Czech Republic Egypt France Greece Hong Kong Romania India Israel Japan Kenya Mexico Morocco New Zealand Portugal Singapore Sweden Switzerland Turkey United Arab Emirates You’ll receive a checklist of objects—think small kitchen gadgets, furniture details, garden tools, and other common household items and others outside of your home. Simply shoot each item with your phone, keep the framing clear, and upload the originals through our web portal; no heavy editing or staging required. The pay rate for the task is $0.20 per submitted approved asset. If you’re based in one o...
I already have a working MATLAB model that generates particles, defines the micro-channel geometry, and steps the simulation forward, but the trajectories are drifting away from the intended channel centrelines. Your task is to bring those paths back into proper alignment with the device. What I need • Correct the alignment of particle trajectories by adjusting the entry points and modifying particle flow direction within the code. • Tackle the root cause: the current channel geometry parameters are influencing the solver in a way that deflects particles, so the fix must happen where those geometric terms are fed into the velocity field or boundary conditions. • Return a clean, well-commented .m file (or set of functions) that reproduces the corrected behaviour...
... Body • The page itself is purely visual—no long copy, just the product images arranged in a way that keeps load times quick and maintains the modern, minimal aesthetic. Footer • A single editable line must read: “Company A is exclusively distributed in Australia by Company B.” I need to be able to change that sentence myself inside the WordPress editor, so treat it as normal text, not an image. Timed pop-up After about five seconds, a premium-styled modal should appear. It must contain editable blocks for: (a) ROOF TOP TENTS · CANOPIES · CARAVANS (b) a phone number field (c) the line “Company A is now available in Australia” (d) a prominent “Enquire Now” button that links to a contact form or mailt...
I have a short PDF that needs a light refresh. On no more than five pages the wording must be updated, and a handful of images swapped or repositioned so the final layout still looks clean and professional. Deliverables • Updated, print-ready PDF • Editable source file (InDesign, Illustrator, or similar) Please keep the original formatting intact, match fonts and colours exactly, and return the files ready for immediate use. A quick turnaround will be appreciated, as the document is already in circulation and simply needs these minor tweaks to be fully up to date.
I am looking for someone who can create Islamic nursery rhymes using Ai tools. Responsibilities: Create a children's poem using Sunu Ai or other tools. The language of the poetry should be English and Urdu. The language will depend on the poetry. Avoid: Music, any instrument. Use only voices. Create HD, 3D videos using AI tools. Merge all videos using Canva or other tools. Video: All videos should be HD, and 3D cartoonish and all scenes should be flow-based. Sample: This is a long-term project so now I am looking for someone who has experience with AI tools. This is for beginners only.
I need a 4K image displayed on a Raspberry Pi 4 in portrait orientation. The content will be purely graphical. I want the board to go from power down to displaying an image in less than 2 seconds, It doesn't need to do anything else.
...resolve UX issues on my e-commerce site. The main issues that need to be addressed: - Ensure all products have working color variants - Enable automatic image switching when customers select different variants - Fix page jump/scroll issue that occurs when selecting variants - Review and resolve UI/UX bugs across all product pages Requirements: - Strong experience with Shopify development (Liquid templating and themes) - Proven ability to troubleshoot frontend UX issues - Detail-oriented approach to clean e-commerce execution - Available to start immediately Deliverables: - Fully functional color variants across all products - Smooth image switching functionality based on variant selection - Elimination of page jumping/scrolling issues - Clean, bug-free UI across product...
...resolve UX issues on my e-commerce site. The main issues that need to be addressed: - Ensure all products have working color variants - Enable automatic image switching when customers select different variants - Fix page jump/scroll issue that occurs when selecting variants - Review and resolve UI/UX bugs across all product pages Requirements: - Strong experience with Shopify development (Liquid templating and themes) - Proven ability to troubleshoot frontend UX issues - Detail-oriented approach to clean e-commerce execution - Available to start immediately Deliverables: - Fully functional color variants across all products - Smooth image switching functionality based on variant selection - Elimination of page jumping/scrolling issues - Clean, bug-free UI across product...
I have a single raster image that I need converted into a clean, fully-scalable vector. The final artwork must be strictly black and white—no tints, gradients or extra colours—because it will be used primarily online, where crisp lines and small file sizes matter. Please trace the entire artwork evenly; there are no specific elements that need extra attention over others. Once the paths are clean, balanced and free of stray points, save and deliver the master file in EPS format. I will also need the same artwork exported to SVG, PDF and native AI, each preserving editability. Deliverables • EPS (black & white, editable) • SVG, PDF and AI versions created from the same vector I will review the files for smooth curves, closed shapes and accurate repr...
...compile the key facts that let me judge its potential: • A map (Google Maps, county GIS, or similar) clearly marking the lot’s boundaries or center point • GPS coordinates or the closest st-reet address pulled from official records • Lot size in acres or square feet as reported by the county assessor • Current assessed value plus any recent market-value estimate you can source • Zoning classification (residential, commercial, agricultural, etc.) Please package the above for all three parcels so I can review them side by side. High-resolution map images or shareable map links are both fine; use whichever method lets me zoom in and see the surrounding streets easily. I’ll provide the APN numbers and counties as soon as we start. Accur...
...user registration and login. - Currently, OTPs are not being delivered to users consistently. - Requirement: Debug and fix the code to ensure OTP emails are sent reliably to users (including new account registrations). Access to the SendGrid/Twilio dashboard can be provided. 2. Image Upload & Display (AWS): - Images on the front-end are broken (showing as missing). - When attempting to upload new images via the admin panel, the system returns an error related to invalid AWS credentials. - Requirement: Fix the image upload functionality and ensure that images are displayed correctly on the home page and other pages. Requirements: - Proven experience with SendGrid API integration (or Twilio SendGrid). - Experience with AWS S3 bucket configurations and presigned...
I’m building an on-demand library of advanced technology courses for a Telugu-speaking audience and need subject-matter experts who can independently create polished, pre-recorded video lessons. Technologies in scope: Salesforce, VLSI, Cybersecurity, MATLAB, Generative AI, and Data Science. If you are deeply experienced in any one of these areas and comfortable explaining complex topics fluently in Telugu (English overlay or keywords are welcome where it aids clarity) I’d like to collaborate with you. What you will deliver • A clearly structured syllabus that takes learners from assumed fundamentals to advanced, job-ready competence in your chosen technology. • A series of high-resolution video modules with clear screen-casts, voice-over, and on-screen ...
I need a strict image compositing edit, not design work and not AI generation. You will be provided with a base certificate image, a replacement badge PNG, and a signature file. Your task is to edit the original certificate directly, preserving the layout, spacing, alignment, fonts, colours, and overall structure exactly as they are. Replace all instances of “WorktoGive” with “CSR Complete”, update the central banner text to “CSR Complete Accredited – LEVEL 1”, and change the footer to “Verified at: ”. Completely remove the name, job title, and any reference to WorktoGive in the signature area, then insert the supplied signature and place the text “Authorised by CSR Complete” beneath it. Remove the existing bad...
I need help...typography overlay, and overall mood. What I specifically need are: • Lifestyle hero images that show the product in use or plated attractively • Informative infographic images that highlight key benefits, origin, and nutritional facts No pure white-background shots are necessary unless a marketplace suddenly requires one—flexibility is useful. Please handle any mandatory compliance checks (image dimensions, file size limits, Amazon 85% rule, etc.) and deliver layered source files (PSD or AI) plus ready-to-upload JPEGs/PNGs. Once listings are created, share the storefront links so I can review and request edits if needed. If you’re comfortable juggling marketplace SEO, keyword research, and Adobe tools, let’s get these products lis...
...structured tables and unstructured elements such as text or images, so your solution must gracefully handle both and tie everything together in Python. Core activities include data ingestion, cleaning, feature engineering, model selection and tuning. Evaluation must be demonstrated through both a train/test split and k-fold cross-validation, with clear error metrics that suit the problem type (classification or regression). I will rely on your plots—ROC curves, learning curves, residuals, and any other insightful graphs—as well as correlation heatmaps to explain feature relationships. An interactive dashboard (Plotly Dash, Streamlit, or a comparable Python framework) is expected so stakeholders can explore results themselves. Deliverables • Fully commented Pyth...
...petroleum-based feedstock. Here is what I need: • A first-principles or data-driven reactor model that captures hydrogen consumption, sulfur/nitrogen removal and catalyst performance under typical HDS/Hydro-cracking conditions. • Calibration against operating data I will provide (feed assays, reactor temperatures, pressures and product qualities). • Well-documented equations or code (Python, MATLAB, gPROMS, Aspen Custom Modeler—whichever you prefer) plus a short validation report comparing predictions with plant data. If you are comfortable extending the work later toward process optimisation or adding kinetic or catalyst-deactivation sub-models, great—flexibility for future phases is a plus, though not required for this first milestone. Deli...
Title: Image Annotation Specialist (LabelMe) + YOLO Dataset Preparation (34–36 Classes) — Phase 1: Image Scrubbing & Classification Description: I am building an AI-based visual inspection system using real-world highway images and need support preparing a high-quality dataset for YOLO training. This is a structured, multi-phase project. Accuracy, consistency, and attention to detail are critical. ⚠️ Important: This job will begin with Phase 1 only (image scrubbing and classification). Further phases (annotation and YOLO dataset preparation) will follow based on performance. --- Scope of Work: Phase 1 – Image Scrubbing & Pre-Classification (Current Phase) This is the most critical step of the project....
I need help with making images responsive on the homepage of my WordPress site using Uncode. Currently, the images in columns do not adjust properly on different devices. Requirements: - Homepage and a few additional pages only - Images in columns need to adjust size based on device Ideal skills and experience: - Expertise in WordPress and Uncode theme - Strong understanding of responsive design principles - Experience in adjusting image settings for different devices
I have a series of learning scripts that need to be transformed into a polished video. Each script should appear on-screen in a clear, readable layout while a formal, pro... Behind the text, I want carefully chosen illustration-style stills that reinforce the key ideas without distracting the viewer. Here’s how I see the workflow: you take my text, generate a high-quality text-to-speech track that sounds authoritative yet engaging, and the generate the video for the user the view and listen the same. For every major point, you’ll place an illustrative background image—no stock photos or abstract patterns, just clean, well-matched illustrations that feel cohesive from start to finish. Deliverables • A video file (MP4 or MOV) with synced text, voiceover, and...
...operations research techniques where applicable. Assortment Planning & Optimization: Develop AI/ML-driven assortment selection algorithms that learn from user behavior and preferences, delivering tailored assortment choices optimized for capacity, variety, sales targets, and other business constraints. Machine Learning & Deep Learning: Build, scale, and deploy ML models leveraging classification, regression, clustering, and context understanding. Leverage deep learning techniques, including LSTM and Transformer-based models, for complex forecasting and predictive use cases. Causal Inference & Price Elasticity: Develop models to process historical and large datasets to understand price-sensitive demand for products, categories, channels, and customer seg...
...partner who can turn short written prompts into attention-grabbing AI assets. I need both still images and short looping videos, all sharing the same bold, colorful aesthetic. Here’s what I have in mind: • You take my idea or headline, refine it into effective prompts, and generate the visuals with your preferred AI tools—Midjourney, Stable Diffusion, Runway, Adobe Firefly, or similar. • Each image should arrive as a high-resolution PNG (minimum 2,000 px on the shortest side) ready for upload. • Each video should be a 5–15 second MP4 (H.264, 1080×1920 or 1080×1350) that loops cleanly and retains the same vivid palette. • Basic color correction, upscaling, and subtle motion tweaks are included so nothing feels raw or unf...
