Image recognition jobs

MAE Book — Specialist Image Sourcing, Replacement & Print-Ready PDF Budget: AUD $100–$200 fixed price Turnaround: 3–5 working days — essential Start: Immediately Image licensing costs: Separate, subject to prior approval I am seeking an experienced specialist to resolve the image-resolution issue in an existing professionally designed editorial book. The project includes researching and sourcing close replacement photographs, placing approved images into the manuscript, and delivering a corrected print-ready PDF with verified image resolution. This is a complete image sourcing and book-production task, not a photography, retouching, generic graphic-design or AI image generation project. The MAE aesthetic The book ha...

I have a batch of internal mock-up images that need a precise clean-up. The only change required is to strip out specific text and logo elements ...with the new copy or graphic I provide, matching colour, perspective, and font weight so the result feels seamless. • Work in Photoshop, GIMP, or a comparable editor; keep layers intact so I can inspect and tweak later. • Deliver a layered source file (PSD/XCF) plus a flattened PNG preview for every image. These files are only for demonstrations and data-labeling tests—no real documents, no financial claims—so speed and accuracy are more important than artistic flair. If you have solid image-editing experience and an eye for detail, send over a quick note with one or two before/after samples from similar...

... PROJECT OVERVIEW Build a modified TI-84 Plus non-CE calculator with an internally installed Seeed Studio XIAO ESP32-S3 Sense, OV5640 5MP autofocus camera, Wi-Fi, OpenAI API connectivity, TI-84 to ESP32 communication, and a calculator-side AI interface. System architecture: OV5640 camera -> ESP32-S3 -> Wi-Fi -> OpenAI API -> ESP32-S3 -> TI-84 -> Display The ESP32-S3 handles camera control, image processing, networking, and AI communication. The TI-84 provides the keyboard, display, user interface, and commands. Use the existing TI84-AI GitHub project by ivan-grebe as the primary software and architecture reference: Do not simply adapt an ESP32-C3 tutorial. This build specifically uses an ESP32-S3, OV5640, and TI-84 Plus. 2. HARDWARE Required hardware:

I have a small set of six to ten photos that need to be turned into polished Instagram posts. Each image should come back perfectly optimised for the platform’s feed dimensions and file-size limits, ready for immediate upload. I’ll supply the raw photos and any brand assets (logo, colour codes, fonts) you might need. You’re free to use whichever combination of colour correction, subtle retouching, text overlay or smart cropping you feel will achieve a clean, consistent look across the series—so long as the final result feels on-brand and visually engaging. Deliverables • 6–10 finished JPG or PNG files at 1080 × 1080 px (and the editable source files) • Consistent colour tone and exposure across the set • Clear, legible text ...

I need a speech-driven virtual assistant that lives on iOS, Android, and in a lightweight web client. Its core jobs are threefold: handle calendar scheduling with smart reminders, fetch facts or real-time information on request, and trigger common home-automation actions such as lights, thermostat, or security scenes. I am look...to add more via plugins • A simple admin panel or config file that lets me map new intents to actions without redeploying code • Short setup guide plus recorded demo showing the assistant scheduling a meeting, answering a fact query, and turning on a smart light I’ll test on an iPhone, a recent Android handset, and Chrome; acceptance is based on smooth voice interaction, accurate intent recognition, and successful execution of all th...

Custom All-in-One PC Build (Laptop Board Inside a 120Hz Monitor) — Local AI Image Recognition Summary I'm looking for an experienced hardware builder to design, build, test, and ship a custom all-in-one PC: a laptop motherboard (with dedicated GPU) mounted inside a repurposed desktop monitor, powered by a single cable. The concept is based on this video: — but with a closed, gaming-style enclosure and a proper integrated power button. Primary use: running AI image-recognition models locally. I'll handle all AI software myself — this job is hardware only: choosing the parts, building the unit, and delivering it with Windows installed and drivers working. The main thing this affects for you is component choice: an NVIDIA dGPU with CUDA...

I am heading into the McKinsey recruiting cycle and need targeted help on the Solve Game’s math-and-logic section, specifically the pattern-recognition puzzles. What I’m looking for is a complete support till I pass. Timing is tight; I’d like to start immediately. If you have proven expertise with the Solve Game and can point to successful candidates you’ve coached—or strong reviews that show it—let’s get started.

I need an AI-generated image vectorized for trademark purposes as a business logo. The final deliverable should be in PNG format. Requirements: - Convert the AI image into a high-quality vector format. - Apply minor tweaks to the original design as needed. Ideal Skills and Experience: - Proficiency in vector graphic software (e.g., Adobe Illustrator). - Experience with logo design and trademark requirements. - Attention to detail and ability to make design adjustments.

...produce them as AI-generated avatar videos. The concept: - An AI talking-head presenter delivers each script directly to camera. - To keep the series varied, we'd like to alternate between a male and a female presenter — ideally one consistent man and one consistent woman for brand recognition. - The presenter must wear our branded Aledius vest, with the logo clearly visible. We have a reference image showing the presenter with the correct clothing — the Aledius vest must be clearly recognizable. (Reference image and an example video of the style we're aiming for are attached to this post.) - Consistent template for every video: intro, title card, on-screen term overlay, and outro, in our brand colours, fonts, and logo. - Two versions per vide...

I run an online store on DeviantArt and need a reliable editor who can handle a steady flow of images—roughly 25 – 50 PNG and/or JPG files every day. Each image must be polished for web-sale use, so the exact work will vary per file: some will just need quick color tweaks, others may call for a clean background or light retouching to remove imperfections. You’ll receive the raw image files each morning (GMT-5) and I’ll need the finished, web-ready versions back within 24 hours, saved in at least the same resolution and file type unless otherwise noted. Consistent visual quality is critical because these images go straight onto the DeviantArt page for sale. Please have solid experience with Photoshop, GIMP, or an equivalent tool, an eye for detail...

I’m ready to commission an animated promotional video that instantly lifts brand awareness. The piece should be visually engaging, on-brand, and memorable enough to stick with viewers long after they scroll past it. Here’s what I have in mind • Format & Style: Fully animated—motion graphics, character animation, or a hybrid that suits the story. • Purpose: Drive recognition of my brand’s values, tone, and unique selling points in 60–90 seconds. • Workflow: You’ll shape the concept from script to storyboard, handle design, animation in After Effects (or comparable software), add royalty-free music and SFX, and deliver a polished voice-over if the narrative calls for it. • Final Deliverables: – Master video...

Hello, I have been working in data annotation for almost 3 years, gaining extensive experience in annotations. This makes me a valuable addition to your team. In addition, I have much experience in image annotation, segmentation, bounding boxes, polygons, key points, 2D and 3D annotations, and even LIDAR annotations. Tools: CVAT Roboflow LabelImg Labelbox VGG Doccano Label Studio Annotation Solutions: Bounding Boxes Image annotation Object labeling/tagging Semantic Segmentation Polygons Annotation/masks Polylines Annotation Key Points annotation Sentiment, Text & Topic Analysis Image classification and categorization Object Tracking Data Annotation Data Output F...

...ASTRAFRAME IMAGE-TO-VIDEO SYSTEM. The current implementation is behaving like a SLIDESHOW. THAT IS NOT WHAT I WANT. I DO NOT WANT: Image 1 → display image → transition → Image 2 → display image → transition → Image 3 That is a slideshow. I WANT AN ACTUAL VIDEO. The uploaded images are VISUAL REFERENCES for generating continuous motion. ## THE CORE CONCEPT The system must treat the 2–5 uploaded images as SOURCE REFERENCES that the AI uses to understand the subject, appearance, poses, environments, camera perspectives, and visual continuity. Then it should generate a VIDEO CONCEPT and VIDEO PROMPT describing actual movement. The images themselves should NOT simply be placed sequentially on a timeline....

I have several graphics that need a complete refresh. The job is two-fold: 1. Rewriting and restructuring the visible copy. I will supply the current text alongside the new key messages; your task is to refine the wording, reorganise it for clearer flow, and lay it back into the design so it reads naturally. 2. Image manipulation—both adding and removing elements. Certain photos, icons, or backgrounds must be swapped out for stronger visuals, while a few dated or distracting items need to disappear entirely. All edits should preserve the original resolution and aspect ratio. Please work non-destructively and provide layered PSD (or compatible) files plus web-ready PNG/JPG exports once approved. A quick preview of how you’ll keep fonts consistent and integrate new ima...

I am looking for a seasoned Freelancer platform expert who can guide me in strengthening client trust and positioning my profile for higher-value projects. My primary goal is to maximise the credibility benefits that come with the Verified badge and turn that recognition into tangible results. So far, I have relied mainly on positive client testimonials to demonstrate reliability. I now need a structured action plan that shows me: • The exact steps, documents, and best practices for securing the Verified badge quickly and smoothly • Proven methods to showcase existing testimonials more effectively, including placement suggestions, formatting tips, and ways to weave them into proposals • Profile tweaks—headline, overview, portfolio ordering—that speak...

Need bulk images for social media posts and for articles. 100+ images weekly. sample attached can anyone create in this budget..

...existing OCR is unreliable. In total there are about 1900 pages in English . I need each file converted into clean, searchable text I can drop straight into AI workflows, so absolute accuracy is more important than preserving fancy layouts. Scope of work • Run high-quality OCR (ABBYY FineReader, Adobe Acrobat Pro, Tesseract, or a comparable engine). • Proof and correct the output so obvious recognition errors, missing characters, and split words are gone. • Deliver either a single .txt file or a simple .docx per PDF—plain text only, no special formatting required. Acceptance criteria 1. Every page accounted for; no missing paragraphs. 2. Error rate low enough that a quick read shows no garbled words or stray symbols. 3. File names match the ...

I need an AI system that can identify computer devices such as PCIE ISA PCI AGP for a pick and place machine. The AI doesn't need to have a high level of precision; an accuracy of less than 80% is acceptable. Skills and experience ideally suited for this job include: - Proficiency in AI and machine learning - Experience with computer vision and image recognition - Knowledge of computer components - Ability to develop a system with basic accuracy level (<80%) - Understanding of pick and place machines/Robotic arms - working with video machine learning - Robotics

...consistent look for the website. You’ll receive the raw shots and your job is to crop them to uniform dimensions, remove the background cleanly, correct colour so every stainless-steel finish and plastic accent looks true to life, and add subtle natural shadows or reflections so the items feel grounded rather than floating. Please return: • A transparent-background PNG and an optimised JPEG for each image • Consistent canvas size ready for immediate upload • Colours matched to the originals and checked on both light and dark screens • Shadows/reflections that look realistic and are free of halos or hard edges If you already work comfortably in Photoshop or Affinity Photo and have an eye for e-commerce presentation, this should be straightforwa...

I'm looking for an experienced developer to create a web application aimed at improving English fluency through interactive speaking exercises. The app should include: - Interactive speaking exercises as the primary function - Voice recognition and feedback - Progress tracking and reports - Game-like activities and challenges Ideal skills and experience: - Strong background in web app development - Experience with voice recognition technology - Ability to implement engaging, game-like features - Familiarity with progress tracking systems and user-friendly report generation Please include any relevant work samples in your bids.

I need a reliable AI-image specialist who can take a written idea, refine the prompt through several iterations, and return a short series of slides that all share the same style, palette, and character design. No layout work, retouching, or Photoshop polish is required—just pure generation in the model of your choice. Your work will feed directly into a carousel format, so coherence from frame to frame is critical. I welcome any modern platform—MidJourney, DALL-E, Stable Diffusion, or comparable—so long as you can keep the look identical across multiple outputs. Please apply exactly as follows: start your note with the word “carousel,” attach three to five images that prove you can maintain consistency, paste one of the exact prompts you used for t...

...posts with AI. The job is 21 posts a week, 3 a day. All of it is AI generated — no Photoshop, no design software. We have our own tool that handles layout and formatting, so you just make the images. Should take you 3-4 hours a day. What actually matters is that you're good with AI image generation. GPT Image and Nano Banana Pro specifically. You can write a prompt and get what you wanted in a few tries instead of thirty. You can keep a style and a character consistent across every slide in a set. And when an image comes out wrong you know why and how to fix it in the prompt. If you type one prompt, take whatever comes out and call it done, this isn't for you. To apply, send me 3-5 images you generated yourself, the exact prompt you used for one ...

I need a Magento specialist

I have a...template for a website mockup and a set of images that need to be dragged, dropped, and arranged so the final composition looks clean and professional. All images must stay in-place, respect the grid already built into the PSD, and retain full resolution. You’ll work directly in my original PSD, using Smart Objects and layer masks where helpful, then return: • the updated layered PSD with every image properly named and grouped • one high-quality JPG or PNG export for quick preview No new design elements are required—just thoughtful placement, correct scaling, and subtle touches (alignment, shadows, or gentle color tweaks) that make the mockup presentable at a glance. If you’re quick in Photoshop and have an eye for balance, this shoul...

Typing & Data Entry Project – PDF/Image to Word & Excel Project Description I am looking for a reliable freelancer for a typing and data entry project. The work involves converting information from PDF files, scanned documents, and images into editable Word or Excel files while maintaining the original formatting and accuracy. Work Requirements * Type information accurately from PDF/scanned images. * Convert handwritten or printed content into editable text where required. * Enter tabular data into Excel. * Maintain proper formatting, headings, spacing, and alignment. * Check the completed work carefully for spelling and typing errors. * Preserve numbers, dates, names, and other information accurately. * Do not skip or change any information from the source files....

...recruitment support. ### 7. International Skilled Worker Recruitment This section should explain how Fortlex can assist employers looking for skilled workers and candidates looking for overseas employment opportunities. This is not limited only to Australia, as Fortlex International intends to work with opportunities in different countries. ### 8. RPL & Skills Assessment Information about Recognition of Prior Learning, skills assessment and pathways for experienced workers. ### 9. Visa & Migration Support General overview of visa and migration-related assistance. There must be appropriate wording/disclaimers so the website does not incorrectly represent Fortlex as providing regulated migration legal advice where that work must be performed by an authorised migration ...

I need a fresh collection of face video from Indian and Indonesian participants to expand a training dataset for an AI-driven facial recognition model. The emphasis is on video variety (angles, lighting, backgrounds, expressions) so the algorithm learns to generalise accurately across real-world conditions. Every image must be accompanied by three demographic labels: • Age range 18- 99 years • Gender : Male & Female Skin Tone: Dark for all age groups Medium for 35+ only Deliverables (per participant) Need to upload the video in our Client portal. Technical notes FPS 30 and Minimum resolution 720 px. Mobile: Vertical Recording Laptop: Horizontal Recording I’m working on a tight timeline, so please mention how many distinct contributors you...

I need a skilled image editor to modify an existing JPEG picture. Requirements: - Copy lawn area and paste over another portion of the picture. - Blend edges for a seamless look. Ideal Skills and Experience: - Proficiency in image editing software (e.g., Photoshop). - Experience with object removal and area blending. - Attention to detail for a natural appearance.

We already have the complete design for a 4-page brochure — layout, fonts, colors, and visuals are all finalized. We currently only have it as an image file, which is not suitable for high-quality printing. We need a skilled designer to recreate/convert this into an editable, print-ready PSD or CDR file with no pixelation or quality loss. This is not a creative design job — the brochure design, look, and feel are already decided. We need someone with strong technical skills in recreating layouts precisely and preparing files for professional printing. Scope of Work 1. Convert the provided brochure image into a fully layered, editable PSD (Photoshop) or CDR (CorelDRAW) file 2. Recreate all 4 pages exactly matching the existing design — layout, spacing, fon...

I have a reference image of a single object and I need it turned into a clean, watertight 3D mesh. Medium-level detail is perfect—enough geometry to capture the shape and key surface features without an excessive polygon count. You can work in whichever software you prefer (Blender, ZBrush, Fusion 360, etc.) as long as the final deliverable is: • One STL file, correctly scaled and oriented • Manifold and error-free, ready for further use or direct print testing I will provide the image and any extra angle sketches I have as soon as we start. Let me know early if you need additional reference views and I’ll get them to you. Please include a brief note on your expected turnaround and any examples of similar object models you’ve produced ...

I will give you a high-resolution PNG that was created with generative AI and I need it brought to life in a short, 5–10 second clip. The finished video should feel natural and cinematic, with subtle details that sell the illusion: • Eyes blink realistically • Hair or clothing sways gently • The body shows a light, believable shift in posture • A slow, controlled camera move adds depth Feel free to choose the AI-assisted workflow that suits you best—whether that’s DeepMotion, Ebsynth, D-ID, or another high-quality solution—so long as the end result is fluid, artifact-free, and loop-friendly. Deliverables 1. Final 1080p (or higher) MP4 or MOV, 24–30 fps, 5–10 s in length 2. Any project files or settings needed for future...

I need a reliable hand to draw clean, tight bounding boxes on a set of images so I can feed them straigh...before we kick off—COCO JSON or YOLO-style TXT are both fine. Please keep category labels consistent across the entire batch. Deliverables • Fully annotated image set with bounding boxes around every instance of the specified object(s) • Corresponding annotation files in the agreed-upon format • A short note flagging any ambiguous images or edge cases you encounter Acceptance criteria • Boxes tightly enclose each object without touching adjacent items • Zero empty or mislabeled files • Random spot-check accuracy ≥ 98 % If this fits your skill set, let’s move forward—once I confirm your tooling preference I’...

I have an image that needs to be prepared as a layered PSD. Requirements: 1. Split the image into separate layers in a PSD file. 2. The final canvas size must be exactly 2062 × 1134 px. 3. The inner frame must be exactly 1536 × 1024 px. It has rounded corners, so by 1536 × 1024 I mean the size of the rectangle you would get if you extended its straight edges until they intersect. The PSD should contain the following separate layers: 1. Full-screen background. 2. Outer golden frame covering the full canvas. Everything outside the frame itself should be transparent. 3. Top frame with the decorative ornaments in the corners. 4. The H.T.T. letters only, with nothing else on this layer. 5. Stars around H.T.T. 6. Left panel — frame only, without any elem...

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## Self-Hosted Facial Recognition API – Python / PHP We need a developer to build a **self-hosted facial recognition system** using available open-source/pre-trained libraries. We do **not** want to use paid services such as Azure Face API, AWS Rekognition, Face++ etc. The system should run on our own server and provide a simple **web service/API** which our existing PHP application can call. Main requirements: * Enrol a person using one or more face images * Preferably work even when only **one enrolment image** is available * Recognise an enrolled person from a submitted image * Return Person ID / match result / confidence score * Ideally support multiple faces in one image * Store facial embeddings/templates efficiently * Fast response and s...

Please convert the image into Ai file. I need it rebuilt so every component sits on its own clearly-named layer. At a minimum, the background and all text must be separated; feel free to create additional logical layers if that makes later editing easier. Here’s exactly what I’m after: • Re-create the illustration in Adobe Illustrator, matching the original colors, scale, and vector quality. • Organize the artwork into editable layers (background, text, plus any other major elements). • Deliver the final, fully layered .ai file. • Provide a screenshot of your Illustrator workspace with the Layers panel open, so I can see all elements are truly separated. No redesign needed—just an accurate, tidy vector rebuild. Please include your esti...

I have a series of upcoming projects that call for striking, AI-generated imagery. While I’m still refining the exact themes, I know I’ll need a versatile c...what I’ll look for in the collaboration: • Rapid turnaround on draft concepts so we can explore multiple visual directions before locking any style. • Clear communication about prompt choices, model settings and upscaling methods—transparency helps us repeat success later. • Final deliverables supplied as layered PSD or TIFF (4K minimum), plus the text prompts/settings that produced each image. If you’re excited to push generative AI beyond stock-style results and can adapt quickly to shifting creative briefs, let’s talk—I’m ready to get the first batch st...

I need a business-grade projector purpose-built for classrooms that lets teachers and students interact directly with the projected image. The core requirement is an integrated interactive touch-screen capability—think smooth, low-latency annotation right on the board—paired with the brightness and reliability expected from a presentation unit. Here’s what I’m after: • Hardware: a projection engine bright enough for well-lit rooms, plus the touch-enabled overlay or sensor array that will register multiple fingers or a stylus without calibration headaches. • Software: driver package or embedded firmware so the touch layer appears as a standard HID device to Windows, macOS, and ChromeOS. Annotation tools or whiteboard software hooks are a bonus. ...

...underlying logic to be flexible enough to extend to other ad types down the road. Platform • The first release must work reliably on Android. If it also happens to skip any other app ads without extra effort, that’s a bonus, but Android-wide coverage is the priority. Ad-detection approach I’m open to whatever technique you believe will be the most accurate and light on resources—image recognition, pattern recognition, accessibility-service hooks, or a smart hybrid. Explain briefly in your proposal why your chosen method is the better fit Must be able to use discord to call/voice share screen must speek good english Deliverables • An installable APK (or Android module) that silently watches the screen and taps the visible skip/clo...

I want a lightweight WordPress plugin that lives inside the Media Library and lets me overwrite ALT-text on many images at once. The workflow I have in mind is simple: • A single input field where I type the custom text that will become the new ALT for selected images. • A file-list style picker (checkboxes or similar) so I can choose exactly which images receive that text; it should not force the change on the entire library. • When I press “Apply”, the plugin must replace the existing ALT value entirely—no prefixes, no suffixes, just the text I entered. Please keep the interface native to WordPress, avoid bulky frameworks, and make sure the code is fully GPL-compatible. The finished deliverable is a .zip I can upload through the normal “Add Pl...

I need a skilled image editor to merge 1-5 raw images into a cohesive family portrait, with an emphasis on overall composition. Key Requirements: - Merge raw images focusing on overall composition. - Maintain natural look and enhance visual appeal. - Deliver high-resolution final image. Ideal Skills and Experience: - Proficiency in Photoshop or similar software. - Strong background in photo manipulation and composition. - Portfolio with similar work. Please include relevant experience in your application.

I will supply a low-resolution reference file that now needs to be rebuilt from scratch so it can be printed at full scale—minimum finished length 1,200 mm—and later sent to a cutter. I need two deliverables: • A fully editable Adobe Illustrator (AI) file with clean, scalable vector artwork and a separate die-cut path on its own layer • A print-ready PNG rendered at the same physical size, flattened, with adequate bleed The original contains a few gradients and fine lines that must stay crisp when enlarged, so please recreate, not simply upscale. Colour fidelity is important; CMYK setup preferred so the printer receives accurate tones. Once you have the first draft, I’ll check all edges against the cutter specs and confirm the exact height (length is fixed ...

...heading, bullet, and line break should mirror the original sheets, but feel free to apply consistent, professional formatting (fonts, margins, spacing) so the final file is easy to read and ready for further editing. Accuracy is my top priority. Please proof-read as you type so that spelling and punctuation are correct throughout. I am not looking for OCR; manual re-typing ensures we avoid recognition errors. When you reply, highlight your experience with similar transcription or data-entry work. A brief note on the types of documents you’ve handled and any quality-control steps you follow will help me choose quickly. Deliverable: • One Word (.docx) file that faithfully reproduces the content of all pages I’ll supply high-resolution scans as soon as we agree ...

Hi everyone so i am looking for someone who can animate an ai generated image that i hace which is nsfw (explicit content) which is not naked by the way, and the animation should be done with ai tools/apps or websites that you know that accept these kind of images nsfw. I think that some websites allows/require to buy/purchase a pack of x amount of animations instead of only one, if this is the case you can let me know and we can discuss this to do that.

I’m giving my business website a quick but thorough refresh so every page shows the most current information and visuals. The job is focused on two areas: • Text content – Update wording across the site so it accurately reflects our latest products, pricing and company details. I need clear, professional copy that reads well and is free from errors. • Images – Replace outdated photos and graphics with new, high-quality, web-optimised files and add meaningful alt text. Also adding profiles to the website. The layout itself is staying largely the same; I simply want the information and imagery brought up to date. You’ll receive access to the CMS along with a list of pages to revise, and I’ll provide any new photos you need. Once finished, every p...

...owners, entrepreneurs and companies that may need a new website, website redesign, eCommerce solution, SEO or other digital services. Campaign approach We are looking for someone who can recommend and manage the right advertising strategy rather than simply boosting posts.   Our initial approach could include: 1. Awareness / Video Campaigns Introduce Evenzia to potential customers and build recognition in the market. Example: 3 reasons your website isn't generating enough enquiries or What makes a business website actually convert? The objective is to make potential clients aware of the problems we can solve. 2. Traffic / Engagement Campaigns Once people are familiar with the brand, drive interested prospects to relevant Evenzia service or landing pages. Example: Yo...

Vectorize existing logo from PDF/image – exact recreation. I am looking for an experienced graphic designer to professionally vectorize an existing company logo. The logo already exists and does not need to be redesigned. The task is to recreate the existing logo as accurately as possible as clean, professional vector artwork. The logo consists of: - a stylized black-and-white line/art illustration of a cow’s head - a black company name / wordmark next to the illustration - a smaller green subtitle in uppercase letters with increased letter spacing - a small green four-leaf clover integrated near the cow illustration Important: The final result should visually match the original as closely as possible. Please do not use automatic image tracing as the final re...

I’m setting up an Automatic Number Plate Recognition (ANPR) solution from scratch and need a developer who can take the idea through to a dependable, production-ready system. Your job will cover the full pipeline—camera input, number-plate detection, character recognition, and a clean API or dashboard where I can query, export, and integrate results. I have not locked down the final feature set yet, so I’m open to your recommendations on whether to prioritise real-time alerts, historical data analytics, or seamless links to third-party platforms. What matters most is accuracy across various lighting and weather conditions and a design that lets me scale from a single roadside camera to a multi-site installation later on. If you have previous deployments on...

My Windows-based weighing application already stores a JPEG snapshot of every vehicle that drives onto t...script—provided it runs reliably on Windows. OpenCV, Tesseract, EasyOCR, YOLO, or similar toolkits are fine as long as they give me accurate results on Indian plates under varied lighting. Acceptance will be based on: • Minimum 90 % recognition accuracy on a sample set of 500 real-world Indian plate images I will supply. • API or command-line call that receives the original JPEG path and returns the detected number in text. • Clear setup instructions and commented source so my team can rebuild or fine-tune later. If you have already delivered number-plate recognition in an Indian context, especially for weighbridge or toll systems, your experie...

...user enters a topic, keyword, DOI or even an abstract snippet and instantly receives the most relevant peer-reviewed papers, neatly ranked with key metadata and brief AI-generated summaries. To make that happen, the tool should draw from open databases such as PubMed, arXiv, Crossref and any other free or licensed sources you recommend, then apply NLP techniques—semantic search, named-entity recognition, topic clustering—to surface only the most pertinent results. A clean web interface or a lightweight desktop app is fine; what matters is accuracy, speed and an intuitive workflow for researchers who will be using it daily. Key deliverables • Source-code repository with clear documentation • Working search & retrieval engine connected to major scien...