Table 2 Dataset image distribution
From: Feature analysis for classification of trace fluorescent labeled protein crystallization images
Category | Total images | Sub-category | No. of images | Percentage |
|---|---|---|---|---|
Non-crystals | 1600 | Clear drop | 1273 | 46.19% |
| Â | Â | Phase separation | 1 | 0.04% |
| Â | Â | Precipitate | 204 | 7.4% |
| Â | Â | Doubtful | 122 | 4.43% |
Likely-leads | 675 | Micro-crystals | 122 | 4.43% |
| Â | Â | Unclear bright images | 369 | 13.39% |
| Â | Â | Doubtful | 184 | 6.68% |
Crystals | 481 | Dendrites/Spherulites | 63 | 2.29% |
| Â | Â | Needles | 153 | 5.55% |
| Â | Â | 2D Plates | 8 | 0.29% |
| Â | Â | Small 3D crystals | 129 | 4.68% |
| Â | Â | Large 3D crystals | 35 | 1.27% |
| Â | Â | Doubtful | 93 | 3.37% |
| Â | Â | Total | 2756 | Â |