github hailo-ai/hailo_model_zoo v2.8
Hailo Model Zoo v2.8

latest releases: v2.16, v5.0.0, v2.16.0...
2 years ago
  • Update to use Dataflow Compiler v3.24.0 (developer-zone)
  • Update to use HailoRT 4.14.0 (developer-zone)
  • The Hailo Model Zoo now supports the following vision transformers models:
    • vit_tiny / vit_small / vit_base - encoder based transformer with batchnorm for classification
    • detr_resnet_v1_18_bn - encoder/decoder transformer for object detection
    • clip_resnet_50 - Contrastive Language-Image Pre-Training for zero-shot classification
    • yolov5s_c3tr - object detection model with a MHSA block
  • Using HailoRT-pp for postprocessing of the following variants:
    • yolov5
    • yolox
    • ssd
    • efficientdet
    • yolov7
  • New Models:
    • repvgg_a1 / repvgg_a2 - classification
    • yolov8_seg: yolov8n_seg / yolov8s_seg / yolov8m_seg - instance segmentation
    • yolov6n_0.2.1 - object detection
    • zero_dce - low-light enhancement
  • New retraining dockers for:
    • yolov8
    • yolov8_seg
  • Enable compilation for hailo15h device
  • Enable evaluation of models with RGBX / NV12 input format
  • Bug fixes

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