Table 1.
Composition of New England, New South Wales, Australia data set. Data was partitioned according to ‘Natural’ daylight illumination and ‘IR’ Infrared Illumination along with Category.
| Category | Natural Sample Size (Training) {Validation} [Test] | Infrared Sample Size (Training) {Validation} [Test] |
|---|---|---|
| Cat | (800) {100} [100] | (800) {100} [100] |
| Dog | (800) {100} [100] | (800) {100} [100] |
| Fox | (800) {100} [100] | (800) {100} [100] |
| Human | (800) {100} [100] | (800) {100} [100] |
| Macropod | (800) {100} [100] | (800) {100} [100] |
| Sheep | (800) {100} [100] | (800) {100} [100] |
| Vehicle | (800) {100} [100] | (800) {100} [100] |
| Other | (800) {100} [100] | (800) {100} [100] |
| NIL | (800) {0} [100] | (800) {0} [100] |