Search results

[Research] Native PyTorch Implementation of No-Reference Quality Metrics (NIQE/BRISQUE)

gssoc-26

research

Tier 4 (Expert/Researcher)

Status: Open.

#21 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Research] Develop a CNN-based Classifier for PSR vs. Sunlit Patch Extraction

enhancementNew feature or requestNew feature or request

gssoc-26

research

Tier 4 (Expert/Researcher)

Status: Open.

#20 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Research] Implement Deep Learning Spatial Denoiser (DnCNN / GAN) to replace classical NLM

enhancementNew feature or requestNew feature or request

gssoc-26

research

Tier 4 (Expert/Researcher)

Status: Open.

#19 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Doc] Compile a list of common errors with ISRO PRADAN data

documentationImprovements or additions to documentationImprovements or additions to documentation

gssoc-26

questionFurther information is requestedFurther information is requested

Tier 1 (Easy)

Status: Open.

#18 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Doc] Create a "How to verify AETHER installation" guide

documentationImprovements or additions to documentationImprovements or additions to documentation

gssoc-26

Tier 1 (Easy)

Status: Open.

#17 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Doc] Add a visual diagram of the Zero-DCE curve estimation process

documentationImprovements or additions to documentationImprovements or additions to documentation

gssoc-26

Tier 1 (Easy)

Status: Open.

#15 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Quality] Add docstrings to all functions in scripts/

documentationImprovements or additions to documentationImprovements or additions to documentation

gssoc-26

Tier 1 (Easy)

Status: Open.

#14 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Quality] Enforce Type Hinting for src/models/

documentationImprovements or additions to documentationImprovements or additions to documentation

good first issueGood for newcomersGood for newcomers

gssoc-26

Tier 1 (Easy)

Status: Open.

#12 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Testing] Add smoke tests for Zero-DCE model output

good first issueGood for newcomersGood for newcomers

gssoc-26

Tier 2 (Medium)

Status: Open.

#11 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Testing] Add unit tests for data_loader.py

good first issueGood for newcomersGood for newcomers

gssoc-26

Tier 2 (Medium)

Status: Open.

#10 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Inference] Implement batch processing for tile inference

enhancementNew feature or requestNew feature or request

gssoc-26

help wantedExtra attention is neededExtra attention is needed

Tier 3 (Advanced)

Status: Open.

#9 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026

[Inference] Add inference support for CPU-only environments

enhancementNew feature or requestNew feature or request

gssoc-26

Tier 3 (Advanced)

Status: Open.

#8 In TechieSamosa/Aether;

· TechieSamosa opened on Jun 7, 2026