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Saumya Saksena

dronefreak
hugging-science
147 6 4
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https://saumyasaksena.com

AI & ML interests

Computer Vision, Deep Learning, Image Restoration, Image De-noising, LLMs, RAG, Image Classification, Image Segmentation, EEG Classification, Signal Processing, PPG, BCI

Recent Activity

posted an update about 1 hour ago
šŸš€ Open-sourcing the UAVDT Object Detection Model Zoo on Hugging Face. - šŸ¤– 18 models: YOLOv8/v9/v10/YOLO11/YOLO26 (nā€“m) and RF-DETR Nano/Small/Medium. - šŸš Drone traffic surveillance: cars, trucks and buses, mostly tiny objects (median box ~0.14% of the image). - šŸ“Š Model cards with metrics, per-class results, curves, showcases, demo videos and full configs. Headline numbers: - šŸ† Best mAP@50: 33.43% (YOLOv26m). Best mAP@50:95: 20.54% (RF-DETR Medium). - āš” YOLOv26s gets 32.98% mAP@50 at 22.8 GFLOPs, ~3.3x fewer than YOLOv26m. Trained and evaluated with DetectionBench: https://github.com/dronefreak/DetectionBench Dataset credit: Dawei Du et al. (ECCV 2018). It is research-only, so I don't mirror it; the dataset repo is a guide to the official source. šŸ“¦ Dataset: dronefreak/UAVDT šŸ¤– Collection: https://huggingface.co/collections/dronefreak/uavdt-object-detection-model-zoo-6aadb3673084702d3ed45ff0 Feedback and contributions welcome.
updated a model about 1 hour ago
dronefreak/visdrone-rfdetr-small
updated a collection about 2 hours ago
BDD100K Object Detection Model Zoo
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Organizations

The Chinese University of Hong Kong's profile picture GEM benchmark's profile picture lora concepts library's profile picture AI Zero to Hero's profile picture Hugging Science's profile picture UrbanFlow's profile picture Deep Critical's profile picture