Update README.md

README.md

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----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+task_categories:
+- image-classification
+- question-answering
+- object-detection
+tags:
+- benchmark
+- camera_parameters
+- exposure
+size_categories:
+- 10K<n<100K
+language:
+- en
+configs:
+- config_name: default
+  data_files:
+  - split: test
+    path: "data.csv"
+---
+
+# SNAP Benchmark
+
+**Code and annotations**: [https://github.com/ykotseruba/SNAP]
+
+**SNAP** (stands for **S**hutter speed, **I**SO se**N**sitivity, and **AP**erture) is a new benchmark consisting of images of objects taken under controlled lighting conditions and with densely sampled camera settings.
+
+This benchmark allows testing the effects of capture bias, which includes camera settings and illumination, on performance of vision algorithms. 
+
+SNAP contains **37,558** images of 100 scenes (10 scenes per 10 object categories) uniformly distributed across sensor settings and annotations for the following tasks:
+
+- image classification;
+- object detection;
+- instance segmentation;
+- visual question answering (VQA).
+
+<!-- ## Citation
+
+**BibTeX:** -->
+
+- **Curated by:** Iuliia Kotseruba
+- **Shared by:** Iuliia Kotseruba
+- **Language(s) (NLP):** English
+- **License:** CC-by-4.0