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I will implement pix2pix gan for custon image2image translation
Junior Research Fellow
Hi, I'm Vaishnavi 👋
I’m an M.Tech graduate in Artificial Intelligence, helping businesses turn complex data into clear insights and smart solutions. I specialize in data analysis, visualization, and...
About this Gig
Are you looking to bridge the gap between sketches and reality, or translate complex data into visual maps?
I specialize in pix2pix (Conditional GANs), the premier architecture for paired image-to-image translation.
What I Offer:
- Custom Architecture: Tailored U-Net Generators and Patch GAN Discriminators optimized for your resolution.
- Data Preprocessing: Professional alignment, normalization, and augmentation of paired datasets.
- Model Stability: Optimized loss functions (BCE + L1) to prevent mode collapse and artifacts.
- Full Delivery: Complete source code (PyTorch/TensorFlow), trained weights, and inference scripts.
Use Cases:
- Sketch-to-Photo: Concepts to realistic renders.
- Map Translation: Satellite to street view/Maps.
- Colorization: Restoring B&W photos.
- Medical: Cross-modality synthesis (MRI/CT).
Note: Quality depends on the dataset. Please message me to discuss your data before ordering!
Frameworks:
Scikit-learn
•
DeepPy
•
Keras
•
PyTorch
•
Panda
Data type:
Image
Programming language:
Python
•
MATLAB
•
Colab
•
MLflow
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Colab
•
Azure ML Studio
My Portfolio
FAQ
Dataset requirements?
Must be paired (Input A/Target B). I can assist with alignment.
What is delivered?
Source code, weights, and inference scripts.
No GPU?
I can set up cloud training (Colab/AWS).
Custom data?
Yes, I specialize in custom GAN tuning for any domain.
Reviews
1 reviews for this Gig
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Rating Breakdown
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- Quality of delivery
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dan3s2020
Romania
Just a typical Scammer. She had to deliver a custom trained model with my images and in the last day she offered a normal comfyUI workflow with 2 generic models from civitai. After i asked for the trained model she made it up asap and the results are extremely poor,the code she wrote it looks like a...
Up to $50
Price
10 days
Duration
V Seller's Response
Helpful?
Reviews
1 reviews for this Gig
| (0) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (1) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
D dan3s2020
Romania
Just a typical Scammer. She had to deliver a custom trained model with my images and in the last day she offered a normal comfyUI workflow with 2 generic models from civitai. After i asked for the trained model she made it up asap and the results are extremely poor,the code she wrote it looks like a...
Up to $50
Price
10 days
Duration
V Seller's Response
Helpful?
