Seeking Community Feedback: YOLO v8 Object Detection Model for Hand Sign Recognition

Hello Roboflow Community,

I’m developing a YOLO v8-based model for hand sign recognition but facing challenges—I currently have no detections. Here’s my progress and specific areas where I need assistance:

Progress:

  • Curated diverse hand sign dataset.
  • Trained YOLO v8 model, but currently, no detections.
  • Will provide the results graph and training data excerpts.

Areas of Assistance:

  1. Model Evaluation: Need guidance on evaluating model performance for hand sign recognition.
  2. Hyperparameter Optimization: Seeking advice on fine-tuning parameters for accuracy and speed.

results:

Best regards, shlomi

data that i use for training: