
Closed
Posted
Paid on delivery
I have high-resolution LiDAR/DSM tiles covering several farm and ranch areas and I want each selected zone turned into a clean, non-jagged 3D print file. The final surface must look true to life, with barns, sheds, tree masses, fence lines, creek beds and surrounding hillsides all showing the right scale and proportions. I am looking for a repeatable process, whether this can be built into an AI to be automated for a "good enough" or if each individual model is going to need to be manually corrected. Primary focus These are strictly Farm/Ranch Areas, sometimes only a few acres with outbuildings, sometimes larger tracts that push up into rugged range land. File size and polygon count will therefore vary, so I need a workflow that can scale from “small homestead” to “mountain pasture” without losing detail or choking a slicer. Key features that must be captured • Buildings and structures • Land contours and elevation • Vegetation and trees Preferred output One watertight STL per area, oriented flat on the print bed and already checked for manifold errors. Needs to be efficient for cost effective printing. I will supply initial (raw LAS/LAZ + DSM/DTM). Acceptance criteria • No jagged edges or “spikes” on terrain. • Buildings retain straight walls and crisp roof lines. • Tree canopies look organic, not blocky. • Model passes Netfabb or similar manifold check and slices in Cura/PrusaSlicer without repair. If you already have an efficient LiDAR-to-mesh pipeline or can build one quickly, let’s get this pilot area produced so we can move on to the larger catalogue of ranch properties waiting in queue.
Project ID: 40412443
41 proposals
Remote project
Active 3 days ago
Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
41 freelancers are bidding on average $162 USD for this job

Hello, I am a design engineer, I am expert in 3D different products designs & Modeling so i can do the required design in the required time. I have finished similar projects before and finished 600+ projects. Please check my portfolio and reviews. Thanks.
$150 USD in 3 days
7.4
7.4

Hello " Lets Gets Started, You are looking for LiDAR Farm STL Model Pipeline I know you have several tempting proposals here, but I guarantee you to be impressed by my work. I have various skills in 3D CAD, 3D Modelling, 3D Animation, RADAR/LIDAR, 3D Printing, 3ds Max, 3D Design, Python and 3D Rendering. If you give me this chance you will be impressed, because I guarantee that I will meet your expectations. I invite you to get a look at my portfolio You Can see it from here : https://www.freelancer.com/u/sahildogra222 If you have any questions or queries, do not hesitate to contact me. I hope to start working with you. With regards! Sahil
$30 USD in 1 day
6.5
6.5

As a designer who boasts both creative visualization and practical manufacturing knowledge, I am the perfect fit for your LiDAR Farm STL Model Pipeline. My proficiencies in 3D CAD, modeling, printing and rendering, lay the foundation for my ability to produce clean, accurate, and ready-for-production models. Throughout my career, I have developed finesse in creating functionally efficient yet visually compelling designs,and that's exactly what you seek in your project.
$140 USD in 7 days
5.1
5.1

As an experienced 3D Modeling and Printing Specialist, I bring to the table a strong command over the entire design-to-print workflow and a versatile skill set that aligns perfectly with your project needs. My intimate knowledge of various 3D modeling software such as Blender, ZBrush, SolidWorks, and more enables me to handle your unique requirements effectively. Additionally, I have considerable experience with widely accepted slicing and QA tools like Cura, PrusaSlicer, and Netfabb which are vital for creating efficient STL files. In terms of capacity, I understand every farm and ranch area could vary substantially from a few acres to larger tracts with rugged terrain. My ability to scale my workflow irrespective of the size ensures you never have to worry about losing detail or compromising on the quality of the end product. Finally, my commitment to delivering dimensionally accurate models without any jagged edges or manifold errors combined with my experience in dealing with vegetation and structures will ensure that your LiDAR-to-mesh pipeline is not just efficient but also effective. With me on board, you can expect not just an automated process but one that is manual corrected to perfection where needed. Let's leverage my skills to create a pilot area that demonstrates exactly what you're looking for in your farm STL models and unveils the larger catalogue of properties waiting in the queue.
$37 USD in 1 day
4.9
4.9

Hi, I see you are looking for converting high-resolution LiDAR/DSM tiles into clean, realistic 3D printable terrain models with accurate features. We have 8+ years of experience in terrain modeling, GIS data processing, and 3D print optimization. To achieve the best result, I’d suggest applying intelligent mesh smoothing with feature-preservation (especially for structures and terrain edges) — this keeps the model natural while removing jagged noise from LiDAR data. We are ready to start immediately and can deliver high-quality, print-ready files before your timeline. Let’s discuss the details. You can check our portfolio from the link below https://www.freelancer.com/u/mahadhasan012 Best regards, PIXORA STUDIO
$35 USD in 1 day
4.9
4.9

Hello. Your LiDAR farm-to-STL workflow sounds clear, and I can help shape it into a repeatable process. I’ve built similar terrain pipelines before and can get clean meshes from mixed LAS and DSM data. I’d focus on a simple setup that keeps detail but avoids noisy spikes. • Filter and smooth terrain without softening buildings • Extract structures and enforce straight edges • Generate tree masses with lightweight geometry • Build a watertight STL and orient it for print I can turn around a first pilot quickly so you can judge print quality and mesh weight. Do you already have a preferred resolution for down‑sampling the raw LAS tiles before mesh generation? Regards, Slavko
$200 USD in 1 day
4.2
4.2

Hi, I went through your requirements and this is not just conversion, it’s about building a clean LiDAR-to-mesh pipeline that preserves detail while staying printable. Raw LiDAR data usually creates spikes, noise, and heavy meshes that fail in slicers. I handle this by combining terrain smoothing, feature extraction, and controlled decimation so buildings stay sharp and terrain remains natural. I can structure this as a repeatable workflow with partial automation, while applying manual refinement where needed to maintain quality across different land scales. Each output will be a watertight, manifold-safe STL, properly oriented and tested in slicers to ensure it prints without repair. Once we connect, I can walk you through similar workflows and how this scales for your full catalogue. Best regards, Muskan
$250 USD in 3 days
4.5
4.5

Hello, ✅ How will LiDAR noise filtering remove spikes while preserving terrain and features per Computational Geometry? ✅ Will the workflow ensure watertight STL with clean topology for Cura/PrusaSlicer? I will create a scalable LiDAR-to-STL pipeline with smoothing, feature extraction, and optimized meshes for clean 3D printing. I have strong experience in terrain modeling and mesh repair workflows. Please let’s connect to test your pilot area. Best regards, Mohand
$200 USD in 3 days
4.2
4.2

Hi, how are you doing? I went through your project description and I can help you in your project. your project requirements perfectly match my expertise. We are a team of Expert Mechanical design Engineers, we have successfully completed 1000+ Projects for multiple regular clients from OMAN, UK, USA, Australia, Canada, France, Germany, Lebanon and many other countries. We are providing our services in following areas: Product Design | 3D CAD Modelling Finite Element Analysis | Computational Fluid Dynamics Thermal analysis | Structural analysis HVAC and Heat load calculation We are proficient in using following software’s: AUTOCAD SOLIDWORKS ABAQUS ANSYS APDL | ANSYS Fluent MATLAB | SIMULINK COMSOL Multiphysics FUSION360 | CATIA We have good command over REPORT WRITING, we can show you many samples of our previous reports. We can discuss further details in the message box.
$140 USD in 7 days
4.5
4.5

Creating clean, non-jagged STL models from LiDAR data, especially with varied terrain like you describe, requires careful mesh processing and potentially some procedural adjustments. I’ve previously developed workflows using Python and 3ds Max to generate terrain meshes from point cloud data for architectural visualization, ensuring smooth contours and realistic feature representation. I'd focus on refining the DSM/DTM data and utilizing smoothing algorithms within 3ds Max to achieve the "non-jagged" aesthetic you’re looking for, while maintaining the detail in buildings and vegetation. Given the 7-day timeline, I anticipate delivering the pilot area STL within 5-6 days, allowing for review and potential adjustments.
$155 USD in 7 days
3.7
3.7

Hello. Building a reliable LiDAR-to-mesh pipeline requires strictly managing geometric accuracy and topological integrity. I handle this by focusing on robust point cloud processing and advanced mesh generation techniques. Instead of just generic meshing, my approach involves: - Processing raw LAS/LAZ data with Python (e.g., using `laspy`, `open3d`) for noise reduction and feature extraction (buildings, trees, terrain). - Applying advanced surface reconstruction (e.g., Poisson, screened Poisson) to create a clean, non-jagged base terrain, followed by targeted mesh refinement around structures. - Using automated techniques to generate watertight STL models, ensuring straight walls for buildings and organic tree canopies without manual intervention for the pilot area. I can develop this initial pipeline and deliver the pilot STL model, meeting your acceptance criteria, for $200 within 3-4 days. This will provide a solid foundation for scaling to your larger catalog. What are the typical dimensions or file sizes of your selected zones? Best regards, Yevhen.
$200 USD in 3 days
3.1
3.1

Ross here from Arasaka Systems, hope you’re well. I’ve recently completed a project converting high-res LiDAR data into clean, accurate 3D print files for rural areas, ensuring natural terrain and structures maintain their true scale and detail. I specialised in this within the drone industry. Your focus on a repeatable, scalable workflow that captures buildings, land contours, and vegetation with clean, professional, and high-performing results aligns perfectly with my approach. I ran Arasaka Systems out of Cape Town, South Africa, and am excited to expand internationally. I specialize in efficient LiDAR-to-mesh pipelines, producing watertight STL models optimized for printing, free of jagged edges and manifold issues. I appreciate you looking over my proposal, it would be a pleasure to be of assistance. Regards, Ross, Arasaka Systems
$250 USD in 10 days
2.0
2.0

Hello, I am excited about the opportunity to work on your LiDAR Farm STL Model Pipeline project. With extensive experience in 3D modeling and familiarity with LiDAR data processing, I can ensure that each selected zone will be transformed into a clean, accurate 3D print file, capturing all essential features such as buildings, land contours, and vegetation. To address your needs, I propose developing a robust LiDAR-to-mesh pipeline that automates the conversion process while allowing for manual adjustments where necessary. This method will ensure that both small homesteads and expansive ranches are accurately represented without losing detail. By leveraging Python and industry-leading software like 3ds Max, I can optimize model quality and file efficiency to meet your specifications. I am available for real-time communication based on your time zone and can provide a simple demo within 12 hours of project commencement. Q1: What specific areas do you want to prioritize for initial modeling? Q2: Are there any preferred software tools you would like us to use in this pipeline? Q3: What is your expected timeframe for producing the pilot models? Looking forward to your thoughts after reviewing my proposal! Best regards, Everett
$200 USD in 3 days
1.7
1.7

Hello, I’m excited to assist in turning your LiDAR/DSM data into high-quality, printable 3D models. My process ensures smooth terrain, accurate structures, and organic vegetation while maintaining efficiency for cost-effective printing. How I can help: Data Processing & Mesh Generation: Clean and smooth terrain with accurate elevation and contours. Structure Modeling: Crisp, true-to-life buildings and outbuildings. Vegetation & Terrain Details: Organic tree canopies and well-scaled hillsides. Final Output: Watertight STL files, ready for slicing without repair. I can start with a pilot area and scale the process for your entire ranch catalog. Let’s discuss how we can move forward.
$140 USD in 7 days
1.7
1.7

Lets chat, a free consultation and no obligation. I understand you need a clean, professional, and user-friendly solution for your "LiDAR Farm STL Model Pipeline" project. My skills in PHP, Java, JavaScript are a perfect fit for this project. While I am new to freelancer.com, my extensive experience delivers integrated, automated solutions. Regards, Jason McLachlan
$188 USD in 3 days
1.4
1.4

Hello, I appreciate the opportunity to bid on your project involving high-resolution LiDAR/DSM tiles for 3D printing. I understand you need clean, detailed, and scalable 3D models of farm and ranch areas, with a focus on accurately representing buildings, land contours, and vegetation. With extensive experience in creating 3D models from LiDAR data, I have developed efficient workflows that ensure high-quality outputs. My expertise includes utilizing software like Blender and MeshLab for mesh processing, ensuring that the final STL files are watertight, free of jagged edges, and optimized for printing. To successfully complete your project, I propose the following approach: - Analyze the provided raw LAS/LAZ and DSM/DTM files to identify key features for modeling. - Develop a customized pipeline to automate the conversion process while allowing for manual adjustments when necessary. - Ensure all models meet your acceptance criteria, including passing manifold checks and maintaining detail across varying file sizes. - Deliver one watertight STL per area, oriented correctly for efficient slicing and printing. I am eager to start this project and confident in my ability to deliver precise results that meet your specifications. Let's discuss how we can move forward with the pilot area and address any questions you may have.
$30 USD in 7 days
1.0
1.0

Hey, most LiDAR-to-mesh outputs look terrible out of the box, jagged terrain, broken buildings, and unusable prints. I build clean pipelines that convert LAS/DSM into print-ready meshes, smoothing terrain, preserving sharp structures, and keeping trees organic without blowing up poly count. You’ll get watertight, optimized STL files that slice cleanly and stay true to real-world proportions, ready for repeatable scaling across multiple sites. I can walk you through a solid workflow once we connect, do you want this fully automated or a hybrid approach with manual refinement for key areas? Let’s make this production ready, Atik Murtaza
$80 USD in 2 days
1.0
1.0

Hi, I'm Muhammad Sajid, an experienced AI-focused Full-Stack Engineer with over a decade of experience developing scalable applications and a particular focus on Machine Learning and Large Language Models (LLMs). I have successfully designed and deployed numerous AI systems, including those built around prompt engineering, embeddings, structured outputs, and semantic search. These skills have been honed through my work with OpenAI, Anthropic and Google Gemini. Let's have a quick chat to discuss more in detail. I am looking forward to hearing from you. Best, Sajid.
$240 USD in 11 days
0.8
0.8

Hello! I’ve built a similar system that transformed high-resolution LiDAR data into clean, detailed 3D print files, leading to a significant reduction in manual corrections and faster production times. I can share the implementation in chat if you're interested. For your project, I would establish a scalable workflow that captures the essential features of your farm and ranch areas while ensuring the output is optimized for slicing. I’m curious, do you have specific requirements for the polygon count or file size for the different scales of models? We could start with a quick call or a small test task to see how we can tackle your pilot area efficiently. If you’re open, I can share insights from my previous build, and we can determine if it fits your needs.
$30 USD in 7 days
0.6
0.6

Hello, there, I appreciate the clarity of your goal to turn high‑resolution LiDAR/DSM tiles into clean, print‑ready STL files that preserve real-world scale and detail across a range of ranch terrains. I’ll approach this with a practical, repeatable pipeline that can scale from small homesteads to rugged pasture, keeping buildings, terrain, and vegetation true to life without overwhelming slicers. A realistic risk is data variability: uneven LAS/LAZ density and misalignment can introduce jagged terrain edges or mis-scaled features. My plan is to establish robust pre‑processing, adaptive meshing, and strict manifold checks, so the output is watertight and slicer-friendly while preserving edge fidelity and organic canopies. I’ll implement a validation pass that surfaces residual artifacts early, reducing failed prints and wasted material. A deeper technical enhancement is an idempotent LiDAR-to-mesh bridge with tessellation controls and scene‑level caching, so repeated runs reuse geometry where unchanged and only reprocess the areas that change. This keeps builds fast, repeatable, and auditable for QA, while maintaining clean walls and accurate roof lines. I’ve included a for your input. Thanks, Jim.
$50 USD in 2 days
0.4
0.4

Fresno, United States
Member since Aug 14, 2025
$25-50 USD / hour
$10-30 USD
min $50 USD / hour
₹37500-75000 INR
$30-250 AUD
₹750-1250 INR / hour
$10-30 USD
$50-750 USD
₹750-1250 INR / hour
$10-30 USD
₹12500-37500 INR
$2-8 CAD / hour
$25-50 USD / hour
€30-250 EUR
$8-15 CAD / hour
$30-250 CAD
₹600-1500 INR
₹1500-12500 INR
$250-750 USD
$25-50 USD / hour
$250-750 USD
$250-750 USD