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SynerSense
Internship Docs
About Internship
Impact & Achievements
Weekly Logs
Week 01
Week 02
Week 03
Week 04
Week 05
Week 06
Week 07
Week 08
Week 09
Week 10
Week 11
Week 12
Experimentation Dashboard
Prompt Determinism Test
Float Consistency Analysis
Output Tracking Table
Micro Research Blog
Can Prompting Enforce Visual Consistency?
Can Prompting Enforce Visual Consistency?
Why OpenAI Image Inputs Behave Nondeterministically
Research
DeepFace: Human-Level Face Verification
CLIP: Transferable Visual Models from Language
AffectNet: Facial Expression & Affective Computing in the Wild
CelebA Dataset & CelebA‑HQ Resources
MS‑Celeb‑1M: Large‑Scale Face Recognition Benchmark
BLIP: Bootstrapping Language‑Image Pre‑training
Improved Deep Metric Learning with Multi-class N-pair Loss Objective
Learning Timeline
Skills Progression Map
Problems
Contact Me
Case 1: for only R2A and R9 features with only two labels
MASTERCLASS: Vision-Language Modeling with CLIP + Custom Architectures in PyTorch
Week 13 – Fine-Tuning Prep & Human-in-the-Loop Validation
Week 14 – Fine-Tuning & Benchmarking the First Model
Weekly Logs
Table of contents
Week 01
Week 02
Week 03
Week 04
Week 05
Week 06
Week 07
Week 08
Week 09
Week 10
Week 11
Week 12