ALS Detection (Prototype) Computer Vision Dataset
Versions
Dataset Version
Generated on Dec 16, 2025
Notes: Phase 1 prototype dataset using UAV RGB images from Jempol. 100 images annotated with bounding boxes based on a color-based DSI 0–4 severity scale. This version is used for initial YOLOv8 and Faster R-CNN training to validate the detection pipeline.
Popular Download Formats
YOLO26
TXT annotations and YAML config used with YOLO26.
YOLOv12
TXT annotations and YAML config used with YOLOv12.
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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100 Total Images
View All Images
Dataset Split
Train Set 70%
70Images
Valid Set 20%
20Images
Test Set 10%
10Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
No augmentations were applied