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Saumya Saksena

dronefreak
hugging-science
147 6 4
SOON5299's profile picture Frogbro's profile picture Quazim0t0's profile picture
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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 13 hours ago
🚀 Open-sourcing the KITTI Object Detection Model Zoo on Hugging Face. - 🤖 12 models: YOLOv8, YOLOv9, YOLO11 and YOLO26, from nano/tiny up to x-large. - 🚗 Street-scene detection: cars, cyclists, pedestrians, vans, trucks and more, in KITTI's ultra-wide frames. - 📊 Model cards with metrics, per-class results, curves, showcases, a demo video and full configs. Headline numbers: - 🏆 Best mAP@50: 43.73% (YOLO26x). Best mAP@50:95: 26.54% (YOLO26s). - ⚡ YOLO26n gets 42.54% mAP@50 at just 6.1 GFLOPs, within 1.2 points of YOLO26x at ~34x fewer FLOPs. Trained and evaluated with DetectionBench: https://github.com/dronefreak/DetectionBench Dataset credit: Andreas Geiger, Philip Lenz and Raquel Urtasun (CVPR 2012). This is an unofficial YOLO-ready reformat (CC BY-NC-SA 3.0). Metrics are on the validation split, since KITTI has no public test labels. 📦 Dataset: dronefreak/KITTI 🤖 Collection: https://huggingface.co/collections/dronefreak/kitti-object-detection-model-zoo-6ab4cb94fb08dccf3bde2e8b Feedback and contributions welcome.
updated a collection 2 days ago
KITTI Object Detection Model Zoo
updated a model 2 days ago
dronefreak/kitti-yolov9t
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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