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AI, we don't believe that you can fly bro pt 3

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Stupdi Go
2026-01-11 15:48:44 -06:00
parent 10880809a7
commit 62fd922646
1 changed files with 10 additions and 8 deletions
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18
training.py
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@@ -158,15 +158,17 @@ def get_features_sequence(landmarks_seq, max_frames=100):
if len(landmarks_seq) > 1: if len(landmarks_seq) > 1:
deltas[1:] = landmarks_seq[1:] - landmarks_seq[:-1] deltas[1:] = landmarks_seq[1:] - landmarks_seq[:-1]
# Combine all features # Flatten each component separately, then concatenate
seq = np.concatenate([ landmarks_flat = landmarks_seq.reshape(landmarks_seq.shape[0], -1) # (T, 63)
landmarks_seq, # (T, 21, 3) deltas_flat = deltas.reshape(deltas.shape[0], -1) # (T, 63)
deltas, # (T, 21, 3) # curl_features is already (T, 5)
curl_features[:, :, np.newaxis] # (T, 5, 1)
], axis=2)
# Flatten spatial dimensions: (T, 21*3 + 21*3 + 5) = (T, 131) # Combine: 63 + 63 + 5 = 131 features per frame
seq = seq.reshape(seq.shape[0], -1) seq = np.concatenate([
landmarks_flat,
deltas_flat,
curl_features
], axis=1)
# Pad or truncate to max_frames # Pad or truncate to max_frames
T, F = seq.shape T, F = seq.shape