Prudhvi
Maths and Computing
Talent
Aurangabad, MaharashtraMember since June 11, 2026
PythonPyTorchNumPyOpenCVYOLOv8DeepFaceByteTrackTransformersDiffusion ModelsKalman FilterFastAPIReact.jsRoboflowVision TransformersMedical ImagingPILMatplotlibtqdm
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PythonPyTorchNumPyOpenCVYOLOv8
About
Image Super-Resolution using CNN & GAN
Experience
Deep Learning Intern - SMSS Department, IIT Mandi - Himachal Pradesh, India
Image Super-Resolution using CNN & GAN
- Model Development & Evaluation: Designed and trained SRCNN and SRGAN models for 4× image super-resolution, comparing pixel-wise reconstruction with perceptual quality enhancement using adversarial learning.
- Experimentation & Visualization: Built a reproducible training and evaluation pipeline using PyTorch, torchvision, PIL, Matplotlib, and tqdm, and documented architectural trade-offs in a research-grade report.
Education
B.Tech - Maths and Computing - Indian Institute of Technology, Mandi (2023-01 - 2027-12)
Intermediate - Narayana Junior College, Vijayawada (2021-01 - 2023-12)
Skills
Maths and Computing
