ServiceNow Research

Object Counting

Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery
Cattle farming is responsible for 8.8% of greenhouse gas emissions worldwide. In addition to the methane emitted due to their digestive …
Workshop at the Neural Information Processing Systems (NeurIPS),  2020.
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Synbols: Probing Learning Algorithms with Synthetic Datasets
Synbols: Probing Learning Algorithms with Synthetic Datasets
Progress in the field of machine learning has been fueled by the introduction of benchmark datasets pushing the limits of existing …
Conference on Neural Information Processing Systems (NeurIPS),  2020.
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Where are the Blobs: Counting by Localization with Point Supervision
Where are the Blobs: Counting by Localization with Point Supervision
Object counting is an important task in computer vision due to its growing demand in applications such as surveillance, traffic …
European Conference on Computer Vision (ECCV),  2018.
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Synbols: Probing Learning Algorithms with Synthetic Datasets
Synbols: Probing Learning Algorithms with Synthetic Datasets
Progress in the field of machine learning has been fueled by the introduction of benchmark datasets pushing the limits of existing …
Montreal AI Symposium (MAIS),  2018.
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