import cv2 import time import sys def test_camera(device_id, width=640, height=480, fps=30): print(f"\n=== Testing Camera Index {device_id} ===") # 优先使用 V4L2 后端 backend = cv2.CAP_V4L2 if hasattr(cv2, 'CAP_V4L2') else cv2.CAP_ANY backend_name = "V4L2" if backend == cv2.CAP_V4L2 else "ANY" print(f"Opening with backend: {backend_name}") cap = cv2.VideoCapture(device_id, backend) if not cap.isOpened(): print(f"Error: Could not open camera {device_id}") return # 1. 强制 MJPG print("Attempting to set MJPG format...") cap.set(cv2.CAP_PROP_FOURCC, cv2.VideoWriter_fourcc('M', 'J', 'P', 'G')) # 2. 设置 FPS 和 分辨率 cap.set(cv2.CAP_PROP_FPS, fps) cap.set(cv2.CAP_PROP_FRAME_WIDTH, width) cap.set(cv2.CAP_PROP_FRAME_HEIGHT, height) # 3. 关闭自动曝光 (Linux V4L2 特有,尝试通过 OpenCV 属性设置) # 0.25 通常对应 'Manual',但在不同驱动下可能不同,这里仅作为尝试 # cap.set(cv2.CAP_PROP_AUTO_EXPOSURE, 0.25) # 4. 读取实际生效的设置 actual_w = cap.get(cv2.CAP_PROP_FRAME_WIDTH) actual_h = cap.get(cv2.CAP_PROP_FRAME_HEIGHT) actual_fps = cap.get(cv2.CAP_PROP_FPS) fourcc = int(cap.get(cv2.CAP_PROP_FOURCC)) codec = "".join([chr((fourcc >> 8 * i) & 0xFF) for i in range(4)]) print(f"----------------------------------------") print(f"Requested: {width}x{height} @ {fps} FPS, MJPG") print(f"Actual : {actual_w}x{actual_h} @ {actual_fps} FPS, Codec: {codec}") print(f"----------------------------------------") if codec.upper() != "MJPG": print("WARNING: Codec is NOT MJPG! This is likely the cause of low FPS.") print("Warming up camera (skip 10 frames)...") for _ in range(10): cap.read() print(f"Starting capture loop for 100 frames...") count = 0 start_time = time.time() while count < 100: ret, frame = cap.read() if not ret: print("Error: Failed to read frame during loop") break count += 1 # 显示简略进度 if count % 10 == 0: sys.stdout.write(f"{count}..") sys.stdout.flush() end_time = time.time() duration = end_time - start_time avg_fps = count / duration print(f"\n\nRESULT: Captured {count} frames in {duration:.2f} seconds.") print(f"AVERAGE FPS: {avg_fps:.2f}") cap.release() if __name__ == "__main__": if len(sys.argv) < 2: print("Usage: python test_camera_fps.py [width] [height] [fps]") print("Example: python backend/scripts/test_camera_fps.py 0 640 480 30") else: dev_id = int(sys.argv[1]) w = int(sys.argv[2]) if len(sys.argv) > 2 else 640 h = int(sys.argv[3]) if len(sys.argv) > 3 else 480 f = int(sys.argv[4]) if len(sys.argv) > 4 else 30 test_camera(dev_id, w, h, f)