Image Gallery & Examples
Visual showcase of the AgIR dataset with example species across all plant categories.
Data Products Overview
Each record in the AgIR dataset includes four distinct data products along with DB metadata :
1. Original Image
2. Bounding Box Overlay
3. Segmentation Mask
4. Plant Cutout
Browse by Plant Category
Cover Crops Barley, winter pea, triticale Weeds Palmer amaranth, jimson weed Cash Crops Cotton, corn, soybeans
What You’ll Find
For Each Species
Every species example includes:
Four data products - Original, bbox, mask, cutout
Taxonomic information - Including scientific name, family, USDA codes
Size characteristics - Area measurements and bins
Species Coverage
40+ Cover Crop Species
80+ Weed Species
30+ Cash Crop Varieties
150+ Total Species
Data Products Explained
1. Original Image
High-resolution field capture showing the plant in natural context.
- Format: JPG
- Resolution: 64 or 133 megapixels
- Content: Full field view with multiple plants
2. Bounding Box Overlay
Detection box drawn over the original image.
- Format: Coordinates [x, y, width, height]
- Purpose: Object detection training
- Precision: Tight fit around plant canopy
- Overlaps: Tracked via
overlapping_cutout_ids
3. Segmentation Mask
Binary mask showing exact plant pixels.
- Format: PNG (binary or multi-class)
- Precision: Pixel-level accuracy
- Use: Semantic segmentation, instance segmentation
4. Plant Cutout
Cropped image of individual plant from bounding box.
- Format: PNG
- Content: Single plant, minimal background
- Size: Variable based on plant area
- Use: Synthetic image generation
Browse Examples
Select a category to view detailed species examples:
- Cover Crops → - Soil health, nitrogen fixation, erosion control
- Weeds → - Target species for detection and management
- Cash Crops → - Primary agricultural commodities