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English
$
USD
I will do object detection, segmentation, image alignment with deep learning
ronitkataria
About this gig
Unlock the power of AI with custom-trained computer vision models that deliver real-world results! With 3 years of experience in the field, I specialize in turning your unique image data into high-performing deep learning models. From object detection to image segmentation and alignment, Ive worked with cutting-edge technologies like DINO, SAM, and Detectron 2 to ensure top-notch performance for your projects.
What I Offer:
- Custom Object Detection: Train models to detect and classify objects in your images (up to 200 images annotated).
- Image Segmentation: Achieve pixel-level precision with advanced segmentation techniques using models like Mask R-CNN.
- Image Alignment & Registration: Align multispectral or RGB images for comparison and analysis.
- Model Fine-Tuning: Improve pre-trained models for your specific dataset with fine-tuning techniques.
- Data Annotation: I'll annotate up to 200 images to help train your models if you dont have annotated data.
Need a model trained on your custom data? Ive got you covered. Whether you need annotations, model fine-tuning, or full deployment support, Ill tailor the solution to meet your specific needs. Lets turn your vision into reality
Get to know ronitkataria
ronitkataria
Data Scientist and Machine Learning Expert
- FromPakistan
- Member sinceJan 2019
- Avg. response time8 hours
- Last delivery1 month
Languages
English, Urdu
I am an AI and Machine Learning Engineer with a focus on Computer Vision and NLP,
experienced in building and optimizing models for real-world applications. I have successfully implemented solutions in areas like object detection and yield estimation, and
I am skilled in Python, C++, and frameworks like TensorFlow and PyTorch.
My Portfolio
FAQ
What types of image data do you work with?
I work with various types of image data, including RGB, multispectral, and custom datasets. If you have specific image data, just let me know, and I’ll tailor the solution to your needs.
Do I need to provide annotated data, or will you annotate it for me?
If you already have annotated data, you can simply provide it. However, if you don't have annotations, I offer data annotation services up to 200 images as part of my gig.
Which deep learning models do you use for training?
I specialize in using advanced models like DINO, SAM, and Detectron 2 for various tasks like object detection, image segmentation, and image alignment. These models can be fine-tuned to meet your specific needs.
Do you provide the source code and model files?
Yes, I provide the trained model files and any necessary source code as part of the service. I also provide detailed documentation on how to use the model for your future needs.
