Add visual cues, citation, and requirements

.gitattributes

@@ -60,3 +60,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
 data/train.csv filter=lfs diff=lfs merge=lfs -text
 data/test.csv filter=lfs diff=lfs merge=lfs -text
+visual_cues/visual_cues.json filter=lfs diff=lfs merge=lfs -text

CITATION.cff

@@ -0,0 +1,34 @@
+cff-version: 1.2.0
+message: "If you use PlantInquiryVQA, please cite the paper."
+title: "Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry"
+authors:
+  - family-names: Sakib
+    given-names: Syed Nazmus
+    affiliation: "Department of Robotics and Mechatronics Engineering, University of Dhaka"
+  - family-names: Haque
+    given-names: Nafiul
+    affiliation: "Department of Robotics and Mechatronics Engineering, University of Dhaka"
+  - family-names: Amin
+    given-names: Shahrear Bin
+    affiliation: "Department of Robotics and Mechatronics Engineering, University of Dhaka"
+  - family-names: Abdullah
+    given-names: Hasan Muhammad
+    affiliation: "Department of Agronomy, Bangabandhu Sheikh Mujibur Rahman Agricultural University"
+  - family-names: Hasan
+    given-names: Md Mehedi
+    affiliation: "Department of Robotics and Mechatronics Engineering, University of Dhaka"
+  - family-names: Hossain
+    given-names: Mohammad Zabed
+    affiliation: "Department of Botany, University of Dhaka"
+  - family-names: Arman
+    given-names: Shifat E.
+    affiliation: "Department of Robotics and Mechatronics Engineering, University of Dhaka"
+year: 2026
+conference:
+  name: "Findings of the Association for Computational Linguistics: ACL 2026"
+keywords:
+  - "plant disease diagnosis"
+  - "visual question answering"
+  - "multi-turn VQA"
+  - "chain-of-inquiry"
+  - "multimodal benchmark"

requirements.txt

@@ -0,0 +1,21 @@
+# Core
+pandas>=2.0
+numpy>=1.24
+tqdm>=4.65
+requests>=2.31
+python-dotenv>=1.0
+
+# Vision / image processing
+opencv-python>=4.8
+Pillow>=10.0
+
+# Model providers
+google-genai>=0.1.0
+openai>=1.0
+# OpenRouter uses the requests library directly (no SDK)
+
+# NLP metrics
+nltk>=3.8
+rouge>=1.0.1
+rouge-score>=0.1.2
+sacrebleu>=2.3.0

visual_cues/visual_cues.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e12629d66135506e4373bb298f8b189b0410c823950d36879b25d554c30773ae
+size 55198315