I am trying work with "mediapipe" in colab. But after installing, I am running into dependency-related issues. Here is a code snippet and error regarding it:
pip install mediapipe
Error:
Collecting mediapipe
Downloading mediapipe-0.10.21-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (9.7 kB)
Requirement already satisfied: absl-py in /usr/local/lib/python3.11/dist-packages (from mediapipe) (1.4.0)
Requirement already satisfied: attrs>=19.1.0 in /usr/local/lib/python3.11/dist-packages (from mediapipe) (25.3.0)
Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from mediapipe) (25.2.10)
Requirement already satisfied: jax in /usr/local/lib/python3.11/dist-packages (from mediapipe) (0.5.2)
Requirement already satisfied: jaxlib in /usr/local/lib/python3.11/dist-packages (from mediapipe) (0.5.1)
Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (from mediapipe) (3.10.0)
Collecting numpy<2 (from mediapipe)
Downloading numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 61.0/61.0 kB 1.3 MB/s eta 0:00:00
Requirement already satisfied: opencv-contrib-python in /usr/local/lib/python3.11/dist-packages (from mediapipe) (4.11.0.86)
Collecting protobuf<5,>=4.25.3 (from mediapipe)
Downloading protobuf-4.25.6-cp37-abi3-manylinux2014_x86_64.whl.metadata (541 bytes)
Collecting sounddevice>=0.4.4 (from mediapipe)
Downloading sounddevice-0.5.1-py3-none-any.whl.metadata (1.4 kB)
Requirement already satisfied: sentencepiece in /usr/local/lib/python3.11/dist-packages (from mediapipe) (0.2.0)
Requirement already satisfied: CFFI>=1.0 in /usr/local/lib/python3.11/dist-packages (from sounddevice>=0.4.4->mediapipe) (1.17.1)
Requirement already satisfied: ml_dtypes>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from jax->mediapipe) (0.4.1)
Requirement already satisfied: opt_einsum in /usr/local/lib/python3.11/dist-packages (from jax->mediapipe) (3.4.0)
Requirement already satisfied: scipy>=1.11.1 in /usr/local/lib/python3.11/dist-packages (from jax->mediapipe) (1.14.1)
Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (1.3.1)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (4.56.0)
Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (1.4.8)
Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (24.2)
Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (11.1.0)
Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (3.2.1)
Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.11/dist-packages (from matplotlib->mediapipe) (2.8.2)
Requirement already satisfied: pycparser in /usr/local/lib/python3.11/dist-packages (from CFFI>=1.0->sounddevice>=0.4.4->mediapipe) (2.22)
Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.7->matplotlib->mediapipe) (1.17.0)
Downloading mediapipe-0.10.21-cp311-cp311-manylinux_2_28_x86_64.whl (35.6 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 35.6/35.6 MB 22.3 MB/s eta 0:00:00
Downloading numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18.3/18.3 MB 48.1 MB/s eta 0:00:00
Downloading protobuf-4.25.6-cp37-abi3-manylinux2014_x86_64.whl (294 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 294.6/294.6 kB 18.7 MB/s eta 0:00:00
Downloading sounddevice-0.5.1-py3-none-any.whl (32 kB)
Installing collected packages: protobuf, numpy, sounddevice, mediapipe
Attempting uninstall: protobuf
Found existing installation: protobuf 5.29.4
Uninstalling protobuf-5.29.4:
Successfully uninstalled protobuf-5.29.4
Attempting uninstall: numpy
Found existing installation: numpy 2.0.2
Uninstalling numpy-2.0.2:
Successfully uninstalled numpy-2.0.2
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
grpcio-status 1.71.0 requires protobuf<6.0dev,>=5.26.1, but you have protobuf 4.25.6 which is incompatible.
Successfully installed mediapipe-0.10.21 numpy-1.26.4 protobuf-4.25.6 sounddevice-0.5.1
import mediapipe as mp
Error:
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-2-02d7ea80336e> in <cell line: 0>()
----> 1 import mediapipe as mp
30 frames
/usr/local/lib/python3.11/dist-packages/numpy/random/_pickle.py in <module>
----> 1 from .mtrand import RandomState
2 from ._philox import Philox
3 from ._pcg64 import PCG64, PCG64DXSM
4 from ._sfc64 import SFC64
5
numpy/random/mtrand.pyx in init numpy.random.mtrand()
ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject
How do I resolve this issue?
