A collection of YOLO object detection models fine-tuned on the KITTI benchmark for autonomous-driving street-scene detection.
🤝 Open to Collab
Saumya Saksena
dronefreak
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
updated a collection about 14 hours ago
KITTI Object Detection Model Zoo updated a model about 14 hours ago
dronefreak/kitti-yolov9t updated a model about 14 hours ago
dronefreak/kitti-yolov9sOrganizations
A collection of YOLO and RF-DETR object detection models fine-tuned on the HRP4K benchmark for high-resolution road pothole detection.
A collection of YOLO object detection models fine-tuned on the BDD100K benchmark for autonomous-driving scene detection. RF-DETR variants to follow.
Unofficial attributed mirrors of the non-ViT Co-DINO COCO checkpoints (5-scale R50 / Swin-L, ICCV 2023), previously Drive-only. license: unknown.
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dronefreak/co-dino-5scale-r50-1x-coco
Object Detection • Updated • 32 -
dronefreak/co-dino-5scale-lsj-r50-1x-coco
Object Detection • Updated • 31 -
dronefreak/co-dino-5scale-lsj-r50-3x-coco
Object Detection • Updated • 25 -
dronefreak/co-dino-5scale-9encoder-lsj-r50-1x-coco
Object Detection • Updated • 36
A small collection of end-to-end adverse weather effects removal AI models from single images
A collection of YOLO and RF-DETR object detection models fine-tuned on the SeaDronesSee benchmark for maritime search-and-rescue detection from UAVs.
A collection of YOLO and RF-DETR object detection models fine-tuned on the ExDark (Exclusively Dark) benchmark for detection in low-light images.
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation on VDD 2025 dataset.
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation.
A collection of YOLO and RF-DETR object detection models fine-tuned on the PKLot benchmark for parking-space occupancy detection.
A collection of YOLO and RF-DETR object detection models fine-tuned on the RDD2022 benchmark for road damage detection (cracks and potholes).
A collection of YOLO and RF-DETR object detection models fine-tuned on the UAVDT benchmark for vehicle detection in aerial drone footage.
Unofficial attributed mirrors of the non-ViT Co-Deformable-DETR COCO checkpoints (ICCV 2023), previously Google-Drive-only. license: unknown.
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dronefreak/co-deformable-detr-r50-1x-coco
Object Detection • Updated • 64 -
dronefreak/co-deformable-detr-swin-t-1x-coco
Object Detection • Updated • 32 -
dronefreak/co-deformable-detr-swin-t-3x-coco
Object Detection • Updated • 32 -
dronefreak/co-deformable-detr-swin-s-1x-coco
Object Detection • Updated • 31
A collection of YOLO object detection models fine-tuned on the Brackish benchmark for underwater marine animal detection. RF-DETR variants to follow.
A collection of YOLO and RF-DETR object detection models fine-tuned on the Global Wheat Head Dataset (GWHD) for wheat head detection in field images.
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation on Aeroscapes dataset.
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dronefreak/aeroscapes-yolo26m-sem
Image Segmentation • Updated • 23 • 3 -
dronefreak/aeroscapes-yolo26x-sem
Image Segmentation • Updated • 26 • 3 -
dronefreak/aeroscapes-cabinet-mobilenetv3-large
Image Segmentation • Updated • 20 • 2 -
dronefreak/aeroscapes-yolo26l-sem
Image Segmentation • Updated • 20 • 2
A collection of YOLO and RF-DETR object detection models fine-tuned on the LISA Traffic Lights dataset for traffic light detection in driving scenes.
A collection of YOLO and RF-DETR object detection models fine-tuned on the VisDrone benchmark for object detection in drone imagery.
A collection of YOLO object detection models fine-tuned on the KITTI benchmark for autonomous-driving street-scene detection.
A collection of YOLO and RF-DETR object detection models fine-tuned on the PKLot benchmark for parking-space occupancy detection.
A collection of YOLO and RF-DETR object detection models fine-tuned on the HRP4K benchmark for high-resolution road pothole detection.
A collection of YOLO and RF-DETR object detection models fine-tuned on the RDD2022 benchmark for road damage detection (cracks and potholes).
A collection of YOLO object detection models fine-tuned on the BDD100K benchmark for autonomous-driving scene detection. RF-DETR variants to follow.
A collection of YOLO and RF-DETR object detection models fine-tuned on the UAVDT benchmark for vehicle detection in aerial drone footage.
Unofficial attributed mirrors of the non-ViT Co-DINO COCO checkpoints (5-scale R50 / Swin-L, ICCV 2023), previously Drive-only. license: unknown.
-
dronefreak/co-dino-5scale-r50-1x-coco
Object Detection • Updated • 32 -
dronefreak/co-dino-5scale-lsj-r50-1x-coco
Object Detection • Updated • 31 -
dronefreak/co-dino-5scale-lsj-r50-3x-coco
Object Detection • Updated • 25 -
dronefreak/co-dino-5scale-9encoder-lsj-r50-1x-coco
Object Detection • Updated • 36
Unofficial attributed mirrors of the non-ViT Co-Deformable-DETR COCO checkpoints (ICCV 2023), previously Google-Drive-only. license: unknown.
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dronefreak/co-deformable-detr-r50-1x-coco
Object Detection • Updated • 64 -
dronefreak/co-deformable-detr-swin-t-1x-coco
Object Detection • Updated • 32 -
dronefreak/co-deformable-detr-swin-t-3x-coco
Object Detection • Updated • 32 -
dronefreak/co-deformable-detr-swin-s-1x-coco
Object Detection • Updated • 31
A small collection of end-to-end adverse weather effects removal AI models from single images
A collection of YOLO object detection models fine-tuned on the Brackish benchmark for underwater marine animal detection. RF-DETR variants to follow.
A collection of YOLO and RF-DETR object detection models fine-tuned on the SeaDronesSee benchmark for maritime search-and-rescue detection from UAVs.
A collection of YOLO and RF-DETR object detection models fine-tuned on the Global Wheat Head Dataset (GWHD) for wheat head detection in field images.
A collection of YOLO and RF-DETR object detection models fine-tuned on the ExDark (Exclusively Dark) benchmark for detection in low-light images.
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation on Aeroscapes dataset.
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dronefreak/aeroscapes-yolo26m-sem
Image Segmentation • Updated • 23 • 3 -
dronefreak/aeroscapes-yolo26x-sem
Image Segmentation • Updated • 26 • 3 -
dronefreak/aeroscapes-cabinet-mobilenetv3-large
Image Segmentation • Updated • 20 • 2 -
dronefreak/aeroscapes-yolo26l-sem
Image Segmentation • Updated • 20 • 2
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation on VDD 2025 dataset.
A collection of YOLO and RF-DETR object detection models fine-tuned on the LISA Traffic Lights dataset for traffic light detection in driving scenes.
A collection of CABiNet and YOLO26 models trained and evaluated under a common pipeline for aerial semantic segmentation.
A collection of YOLO and RF-DETR object detection models fine-tuned on the VisDrone benchmark for object detection in drone imagery.