Commit History

fix: revert gpt-4o logprobs to hardcoded confidence heuristic
163b336

Krishna Venkatesh commited on

fix: scale up small images for gpt-4o vision mode and simplify prompt
c2a5d79

Krishna Venkatesh commited on

feat: calculate true confidence using openai logprobs
6df5055

Krishna Venkatesh commited on

style: fix flake8 line length error in pipeline_llm.py
fc1e6ce

Krishna Venkatesh commited on

style: run black formatter on pipeline_llm.py to fix CI
82e5d65

Krishna Venkatesh commited on

feat: apply strong deterministic system prompt and settings for GPT-4o vision pipeline
474b8f8

Krishna Venkatesh commited on

refactor: remove Pipeline D (Finetuned YOLO) to massively improve inference latency and simplify architecture to 3 pipelines
0fbc258

Krishna Venkatesh commited on

fix: revert pipeline D to dot clustering because finetuned model predicts individual dots, not characters
cec63e6

Krishna Venkatesh commited on

fix: revert to gpt-4o because gpt-4-turbo lacks image_url support in the current openai package version
1d1faa5

Krishna Venkatesh commited on

style: wrap LLM system prompt strings to fix flake8 E501 line length CI failure
d0ba615

Krishna Venkatesh commited on

style: apply black formatting to fix CI pipeline failures
f485dae

Krishna Venkatesh commited on

feat: switch OpenAI model from gpt-4o to gpt-4-turbo to test hallucination rates
5de4ac2

Krishna Venkatesh commited on

chore: clean up unused imports from pipelines B and D
ce43393

Krishna Venkatesh commited on

fix: correctly handle YOLO bounding boxes as characters instead of individual dots in pipelines B and D
4506219

Krishna Venkatesh commited on

fix: normalize ensemble weights and improve GPT-4o system prompt to reduce hallucination
4a46c38

Krishna Venkatesh commited on

fix: clean all non-ASCII chars, fix CI (lint + tests), secure API keys
c81c805

Krishna Venkatesh commited on

feat: four-pipeline ensemble (CV + Roboflow + GPT-4o + finetuned YOLOv8)
beaf9e0

Krishna Venkatesh commited on

fix: tune blob detector for real images, update benchmark results
5257430

Krishna Venkatesh commited on

feat: scaffold BrailleVision app
e923c09

Krishna Venkatesh commited on