You will get Image Annotation, Model Training & Production Deployment
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Project details
I'll take your raw images, annotate them, train a custom YOLO v8 model on your specific objects, and deliver a production-ready detection system. This is the complete pipeline. Not just annotation. Not just a model file. A working computer vision system.
As an NVIDIA Inception member with a dedicated Python AI/ML team, I've built and deployed YOLO-based systems in manufacturing (quality inspection), hospitality (kitchen compliance), security (smoking/PPE detection), warehouse (inventory monitoring), and sports analytics (player tracking). Every model I deliver is tested on real-world data.
What the engagement covers:
— Image annotation using CVAT, LabelImg, or Roboflow (bounding boxes, polygons, keypoints, or classification labels)
— Dataset preparation: augmentation, train/val/test split, quality audit, YOLO format export
— Training report: mAP, precision, recall, confusion matrix, loss curves
You receive: Labeled dataset, trained .pt model weights, inference script, training report PDF, and architecture documentation.
Message me with your use case and a sample image before ordering. I'll confirm feasibility and recommend the right scope.
Chintan
As an NVIDIA Inception member with a dedicated Python AI/ML team, I've built and deployed YOLO-based systems in manufacturing (quality inspection), hospitality (kitchen compliance), security (smoking/PPE detection), warehouse (inventory monitoring), and sports analytics (player tracking). Every model I deliver is tested on real-world data.
What the engagement covers:
— Image annotation using CVAT, LabelImg, or Roboflow (bounding boxes, polygons, keypoints, or classification labels)
— Dataset preparation: augmentation, train/val/test split, quality audit, YOLO format export
— Training report: mAP, precision, recall, confusion matrix, loss curves
You receive: Labeled dataset, trained .pt model weights, inference script, training report PDF, and architecture documentation.
Message me with your use case and a sample image before ordering. I'll confirm feasibility and recommend the right scope.
Chintan
AI Development Type
Model Tuning, Recommendation SystemAI Tools
NVIDIA AI Platform, OpenCV, PyTorchAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$200
|
Standard
$650
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 5 days | 12 days | 20 days |
Number of Revisions | 1 | 3 | 5 |
AI Model Integration | - | - | |
Detailed Code Comments | - | - | |
Knowledge Graph | - | - | - |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Edge Deployment
(+ 2 Days)
+$100Frequently asked questions
44 reviews
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SP
Sameerkumar P.
May 6, 2026
Object Labeling for Chef Hygiene Detection Dataset (YOLO Format)
Chintan delivered high-quality image annotation and object detection dataset in perfect YOLOv8 format , ready to train immediately, no rework needed. Bounding boxes were accurate, edge cases flagged, and documentation was clean. Communication was proactive throughout. Will definitely hire again for the next phase of our computer vision project.
EB
E Marie B.
Mar 31, 2026
Auntie Edy Mobile App
Chintan is a pleasure to work with.
AC
Allyse C.
Mar 3, 2026
FlutterFlow Developer Needed to Build Travel & Tax Tracker App
EB
E Marie B.
Jan 28, 2026
Flutter Developer for MVP Development
Chintan and his team did a great job on our project. He is very good about listening to what is wanted, and us to understand in more detail what's needed from the developers point of view. We are continuing to work with Chintan and his team on other project. I would highly recommend hiring Chintan.
AC
Allyse C.
Sep 2, 2025
FlutterFlow Developer Needed to Build Travel & Tax Tracker App
I had an excellent experience working with Chintan. From the start, he was professional, responsive, and proactive in understanding the scope of work. Communication was clear and consistent, and he often provided thoughtful suggestions that improved the overall design and functionality.
The quality of his work exceeded expectations. The code was clean, delivered on time, and he handled challenges with creative solutions instead of roadblocks. What stood out most was his collaborative approach; I felt like I was working with a true partner, not just a freelancer.
I plan to work with him again in the next phase of development, and I highly recommend him to anyone looking for a reliable, skilled, and trustworthy developer.
The quality of his work exceeded expectations. The code was clean, delivered on time, and he handled challenges with creative solutions instead of roadblocks. What stood out most was his collaborative approach; I felt like I was working with a true partner, not just a freelancer.
I plan to work with him again in the next phase of development, and I highly recommend him to anyone looking for a reliable, skilled, and trustworthy developer.
About Chintan
Flutter & FlutterFlow Developer | AI Mobile Apps, Firebase, Dart
100%
Job Success
Surat, India - 1:59 am local time
Core Technical Expertise
- Frameworks: Flutter, FlutterFlow, Dart
- Mobile Ecosystem: iOS & Android deployment, App Store Connect, Google Play Console
- AI & Automation: OpenAI API, Claude API, mobile AI agents, LLM integrations
- Backend & Database: Firebase, Supabase, PostgreSQL, RESTful APIs, WebSockets
- Integrations: Stripe, PayPal, Twilio, WhatsApp APIs, third-party CRM setups
- Architecture: Clean Architecture, Bloc, Provider, state management, offline-first data sync
How I Work With You
- Architecture Planning: I design the app structure properly from day one to avoid technical debt.
- Rapid Development: Utilizing Flutter or FlutterFlow to hit your launch deadlines efficiently.
- API & AI Integration: Connecting your frontend to robust backend systems and AI models.
- Testing & Optimization: Ensuring 60fps animations, memory efficiency, and smooth cross-screen responsiveness.
I prioritize clear communication, transparent project milestones, and strict technical ownership. Let's discuss your project requirements and build a high-converting mobile product.
Contact me to get started.
Thank you,
Chintan.
Steps for completing your project
After purchasing the project, send requirements so Chintan can start the project.
Delivery time starts when Chintan receives requirements from you.
Chintan works on your project following the steps below.
Revisions may occur after the delivery date.
Image Dataset
Provide the image dataset to train