Add link to paper

README.md

@@ -1,9 +1,18 @@
 ---
-
-pretty_name: BMD-45 (Bengaluru Mobility Dataset)
+annotations_creators:
+- crowd-sourced
+language:
+- und
 license: cc-by-4.0
+size_categories:
+- 10K<n<100K
+source_datasets: []
+task_categories:
+- object-detection
+task_ids:
+- vehicle-detection
+pretty_name: BMD-45 (Bengaluru Mobility Dataset)
 tags:
-
 - computer-vision
 - object-detection
 - traffic
@@ -13,69 +22,51 @@ tags:
 - bengaluru
 - urban
 - intelligent-transportation-systems
-task_categories:
-- object-detection
-task_ids:
-- vehicle-detection
-language:
-- und
-annotations_creators:
-- crowd-sourced
-source_datasets: []
-size_categories:
-- 10K<n<100K
-
 dataset_info:
   features:
-    - name: image
-      dtype: image
-    - name: objects
-      sequence:
-        - name: bbox
-          sequence: float32
-        - name: categories
-          dtype:
-            class_label:
-              names:
-                - Hatchback
-                - Sedan
-                - SUV
-                - MUV
-                - Bus
-                - Truck
-                - Three-wheeler
-                - Two-wheeler
-                - LCV
-                - Mini-bus
-                - Tempo-traveller
-                - Bicycle
-                - Van
-                - Other
+  - name: image
+    dtype: image
+  - name: objects
+    sequence:
+    - name: bbox
+      sequence: float32
+    - name: categories
+      dtype:
+        class_label:
+          names:
+          - Hatchback
+          - Sedan
+          - SUV
+          - MUV
+          - Bus
+          - Truck
+          - Three-wheeler
+          - Two-wheeler
+          - LCV
+          - Mini-bus
+          - Tempo-traveller
+          - Bicycle
+          - Van
+          - Other
   splits:
-    - name: train
-      num_examples: 35792
-    - name: val
-      num_examples: 10194
-
+  - name: train
+    num_examples: 35792
+  - name: val
+    num_examples: 10194
 configs:
-  - config_name: default
-    data_files:
-      - split: train
-        path: "BMD-45-Train/**"
-      - split: val
-        path: "BMD-45-Val/**"
-
+- config_name: default
+  data_files:
+  - split: train
+    path: BMD-45-Train/**
+  - split: val
+    path: BMD-45-Val/**
 ---
 
-
-
 # BMD-45: Bengaluru Mobility Dataset
 
 **A large-scale CCTV vehicle detection benchmark for Indian urban traffic**
 
-
-
-
+This is the official dataset for the paper [BMD-45: A Large-Scale CCTV Vehicle Detection Dataset for Urban Traffic in Developing Cities](https://huggingface.co/papers/2604.24419).
 
 ---
 
@@ -103,7 +94,7 @@ The dataset captures dense, heterogeneous, and unstructured traffic characterist
 
 ## Attribution
 
-More technical details about the dataset and models are available in our Technical Report.
+More technical details about the dataset and models are available in the [paper](https://huggingface.co/papers/2604.24419).
 If you use these datasets or models, kindly cite the following:
 
 ```bibtex