All models were compiled using Hailo Dataflow Compiler v2.18.0.
| Key / Icon | Description |
|---|---|
| ⭐ | Networks used by Hailo-apps. |
| S | Source – Link to the model's open-source repository. |
| PT | Pretrained – Download the pretrained model file (ZIP format). |
| HEF, NV12, RGBX | Compiled Models – Links to models in various formats: - HEF: RGB format - NV12: NV12 format - RGBX: RGBX format |
| PR | Profiler Report – Download the model's performance profiling report. |
| Network Name | float Accuracy (top1) | Hardware Accuracy (top1) | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| clip_resnet_50_image_encoder | 42.1 | 40.0 | 84.3 | 303 | 224x224x3 | 38.72 | 11.62 | |
| clip_resnet_50x4_image_encoder | 50.3 | 50.4 | 37.6 | 117 | 288x288x3 | 87.0 | 41.3 | |
| clip_vit_b_16_image_encoder | 68.6 | 65.0 | 28.9 | 119 | 224x224x3 | 86 | 35.1 | |
| clip_vit_b_32_image_encoder⭐ | 65.3 | 62.3 | 34.3 | 187 | 224x224x3 | 87.8 | 8.8 | |
| siglip2_b_32_256_image_encoder | 74.7 | 73.0 | 16.2 | 75.4 | 256x256x3 | 93.9 | 11.5 | |
| siglip_b_16_image_encoder | 72.2 | 68.9 | 13.6 | 41.4 | 224x224x3 | 92.1 | 35.5 | |
| tinyclip_vit_39m_16_text_19m_yfcc15m_image_encoder | 67.9 | 64.5 | 44.4 | 185 | 224x224x3 | 39 | 16.02 | |
| tinyclip_vit_40m_32_text_19m_laion400m_image_encoder | 69.7 | 65.7 | 38.0 | 186 | 224x224x3 | 40 | 4 | |
| tinyclip_vit_61m_32_text_29m_laion400m_image_encoder | 72.8 | 67.8 | 47.9 | 287 | 224x224x3 | 61 | 6.18 | |
| tinyclip_vit_8m_16_text_3m_yfcc15m_image_encoder | 42.0 | 38.5 | 100 | 455 | 224x224x3 | 8 | 3.6 |