PROF. SATISH KUMAR SINGH
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Multimodal Data Processing

Home Course Materials
Multimodal Data Processing 2026
  • Course Title Multimodal Data Processing
  • Course Code IT4016
  • Session July – December, 2026
  • Instructor Prof. Satish Kumar Singh
  • TA Akash Verma
  • Status Current
  Attendance

Updated after each session. For any queries, you may mail the instructor/TA within one week of the class.

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Updated Oct 29, 2026

  Evaluation results

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  Project proposals

Single person projects are preferred, form a team only if the problem is of sufficiently large scale. Submit one proposal per team. Any member can edit it until it is reviewed.

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Lectures
# Title Updated Open
1 Lecture 01 - Introduction & Fundamentals of Image Processing Sep 11, 2026 View
2 Lecture 02 - Image Sensors, Sampling, Quantization, Interpolation Sep 11, 2026 View
3 Lecture 03 - Mathematical Operations in Image Processing Sep 11, 2026 View
4 Lecture 04 - Log Transforms, Power Law Transforms, Bit-plane Slicing Sep 17, 2026 View
5 Lecture 05 - Histogram Equalization, Matching & Processing Sep 17, 2026 View
6 Lecture 06 - Spatial & Convolution Filtering, Smoothing Filters Sep 17, 2026 View
7 Lecture 07 - Gaussian and Median Filters, Laplacian Sharpening & Masks Sep 22, 2026 View
Tutorials
# Title Updated Open
1 Tutorial 01 — Multimodal Data Processing by Manish Kumar Gupta Sep 17, 2026 View
2 Tutorial 01 — Reference Code: End-to-End PyTorch Implementation (mdp_unified.py) Sep 17, 2026 View Download
3 Tutorial 01 — Reference Code: Multimodal Embedding Encoders (mdp_embedding.py) Sep 17, 2026 View Download
4 Tutorial 01 — Challenge: Zero-Shot Text-to-Image Retrieval (challenge.py) Sep 17, 2026 View Download
Question Papers
# Title Updated Open
1 Quiz 01 Sep 24, 2026 View
2 Mid-Sem Oct 21, 2026 View
Notebooks
# Title Updated Open
1 MMDP Image 0 - Interpolation Sep 17, 2026 Open in Colab Download
2 MMDP Image 1 - Affine Transformations Sep 17, 2026 Open in Colab Download
3 MMDP Image 2 - Gaussian Filtering Sep 24, 2026 Open in Colab Download
4 MMDP Image 4 Oct 14, 2026 Open in Colab Download

All rights are reserved © Prof. Satish Kumar Singh, Professor, IIIT Allahabad