yolov8学习笔记
1，将将.pt文件转化为.tiffle
absl-py 2.1.0
aiofiles 23.1.0
aiohttp 3.8.4
aiosignal 1.3.1
altair 5.0.1
anyio 3.7.0
argilla 1.9.0
arxiv 1.4.7
astor 0.8.1
astunparse 1.6.3
async-timeout 4.0.2
attrs 23.1.0
backoff 2.2.1
beautifulsoup4 4.12.2
boxmot 10.0.69
cachetools 5.3.1
certifi 2023.5.7
cffi 1.15.1
chardet 5.1.0
charset-normalizer 3.1.0
click 8.1.3
colorama 0.4.6
coloredlogs 15.0.1
commentjson 0.9.0
commonmark 0.9.1
contourpy 1.1.0
cryptography 41.0.1
cycler 0.11.0
dataclasses-json 0.5.8
decorator 5.1.1
deep-sort-realtime 1.3.2
deepsort 0.0.5
defusedxml 0.7.1
Deprecated 1.2.14
et-xmlfile 1.1.0
exceptiongroup 1.1.1
faiss-cpu 1.7.4
fastapi 0.97.0
feedparser 6.0.10
ffmpy 0.3.0
filelock 3.12.2
filetype 1.2.0
filterpy 1.4.5
fire 0.6.0
flatbuffers 1.12
fonttools 4.40.0
frozenlist 1.3.3
fsspec 2023.6.0
ftfy 6.2.0
gast 0.4.0
gdown 5.2.0
gitdb 4.0.11
GitPython 3.1.43
google-ai-generativelanguage 0.1.0
google-api-core 2.11.0
google-auth 2.20.0
google-auth-oauthlib 0.4.6
google-generativeai 0.1.0
google-pasta 0.2.0
google-search-results 2.4.2
googleapis-common-protos 1.59.1
googlesearch-python 1.2.3
gradio 3.30.0
gradio_client 0.2.4
greenlet 2.0.2
grpcio 1.66.1
grpcio-status 1.62.3
h11 0.14.0
h5py 3.11.0
httpcore 0.16.3
httpx 0.23.3
huggingface-hub 0.15.1
humanfriendly 10.0
idna 3.4
imageio 2.34.2
importlib_metadata 8.1.0
importlib-resources 5.12.0
intel-openmp 2021.4.0
jaraco.context 4.3.0
Jinja2 3.1.2
joblib 1.2.0
jsonschema 4.17.3
keras 2.9.0
keras-nightly 2.5.0.dev2021032900
Keras-Preprocessing 1.1.2
kiwisolver 1.4.4
langchain 0.0.173
lapx 0.5.9.post1
lark-parser 0.7.8
latex2mathml 3.76.0
libclang 18.1.1
linkify-it-py 2.0.2
loguru 0.7.2
lxml 4.9.2
Markdown 3.4.3
markdown-it-py 2.2.0
MarkupSafe 2.1.3
marshmallow 3.19.0
marshmallow-enum 1.5.1
matplotlib 3.9.2
mdit-py-plugins 0.3.3
mdtex2html 1.2.0
mdurl 0.1.2
mkl 2021.4.0
ml-dtypes 0.3.2
monotonic 1.6
more-itertools 9.1.0
mpmath 1.3.0
msg-parser 1.2.0
multidict 6.0.4
mypy-extensions 1.0.0
namex 0.0.8
networkx 3.2.1
nltk 3.8.1
numexpr 2.8.4
numpy 1.24.3
oauthlib 3.2.2
olefile 0.46
onnx 1.15.0
onnx-graphsurgeon 0.5.2
onnx-simplifier 0.4.33
onnx-tf 1.10.0
onnx2tf 1.7.7
onnxruntime 1.17.1
onnxruntime-gpu 1.14.1
onnxsim 0.4.28
onnxslim 0.1.31
openai 0.27.8
openapi-schema-pydantic 1.2.4
opencv-python 4.10.0.84
openpyxl 3.1.2
opt-einsum 3.3.0
optree 0.12.1
orjson 3.9.1
packaging 23.1
paddlepaddle-gpu 2.6.1
pandas 2.2.2
pandoc 2.3
pdf2image 1.16.3
pdfminer.six 20221105
pdfplumber 0.9.0
pillow 10.4.0
pip 23.1.2
plumbum 1.8.2
ply 3.11
proto-plus 1.22.2
protobuf 3.20.3
psutil 6.0.0
py-cpuinfo 9.0.0
pyasn1 0.5.0
pyasn1-modules 0.3.0
pybboxes 0.1.6
pybind11 2.13.5
pycparser 2.21
pydantic 1.10.9
pydub 0.25.1
Pygments 2.15.1
pypandoc 1.11
pyparsing 3.0.9
PyPDF2 3.0.1
pypinyin 0.49.0
pyreadline3 3.4.1
pyrsistent 0.19.3
PySocks 1.7.1
python-dateutil 2.8.2
python-docx 0.8.11
python-magic 0.4.27
python-multipart 0.0.6
python-pptx 0.6.21
pytz 2023.3
pywin32 306
PyYAML 6.0.1
regex 2024.5.15
requests 2.31.0
requests-oauthlib 2.0.0
rfc3986 1.5.0
rich 13.0.1
rsa 4.9
sahi 0.11.18
scikit-learn 1.5.1
scipy 1.9.3
seaborn 0.13.2
semantic-version 2.10.0
setuptools 74.0.0
sgmllib3k 1.0.0
shapely 2.0.5
six 1.15.0
smmap 5.0.1
sng4onnx 1.0.1
sniffio 1.3.0
socksio 1.0.0
sounddevice 0.5.0
soupsieve 2.4.1
SQLAlchemy 2.0.16
starlette 0.27.0
supervision 0.22.0
sympy 1.12.1
tabulate 0.9.0
tbb 2021.13.0
tenacity 8.2.2
tensorboard 2.9.1
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.1
tensorflow 2.9.3
tensorflow-estimator 2.9.0
tensorflow-gpu 2.9.1
tensorflow-io-gcs-filesystem 0.31.0
termcolor 2.4.0
tflite-support 0.3.1
thop 0.1.1.post2209072238
threadpoolctl 3.5.0
tiktoken 0.4.0
toolz 0.12.0
torch 1.9.1+cu102
torchaudio 0.9.1
torchvision 0.10.1+cu102
tqdm 4.65.0
typeguard 2.13.3
typer 0.9.0
typing_extensions 4.5.0
typing-inspect 0.9.0
tzdata 2024.1
uc-micro-py 1.0.2
ultralytics 8.0.140
unstructured 0.7.5
urllib3 1.26.16
uvicorn 0.22.0
Wand 0.6.11
wcwidth 0.2.13
websockets 11.0.3
Werkzeug 3.0.4
wheel 0.44.0
wikipedia 1.4.0
win32-setctime 1.1.0
wolframalpha 5.0.0
wrapt 1.12.1
xlrd 2.0.1
XlsxWriter 3.1.2
xmltodict 0.13.0
yacs 0.1.8
yarl 1.9.2
zipp 3.15.0注意：
必须先确保tensorflow、onnx2tf、onnx安装正确。用import tensorflow /onnx2tf/onnx确定是否正确安装。下面是验证正确的版本号
ultralytics 8.0.140
tensorflow-gpu 2.9.1
onnx',
'onnx2tf>=1.7.7',
'sng4onnx>=1.0.1',
'onnxsim>=0.4.17',
'onnx_graphsurgeon>=0.3.26',
'tflite_support',
'onnxruntime-gpu错误1：AttributeError: FLOAT8E4M3FN
这个是onnx的版本有问题，change onnx version from 1.12.0 to 1.16.1 or 1.15.1,it will works!。
更新：下面是训练的版本号
$ pip3.9 list
Package Version
---------------------------- ------------
absl-py 2.1.0
anyio 4.4.0
astor 0.8.1
astunparse 1.6.3
cachetools 5.5.0
certifi 2024.8.30
charset-normalizer 3.3.2
colorama 0.4.6
coloredlogs 15.0.1
contourpy 1.3.0
cycler 0.12.1
decorator 5.1.1
exceptiongroup 1.2.2
flatbuffers 1.12
fonttools 4.53.1
gast 0.4.0
google-auth 2.34.0
google-auth-oauthlib 0.4.6
google-pasta 0.2.0
grpcio 1.66.1
h11 0.14.0
h5py 3.11.0
httpcore 1.0.5
httpx 0.27.2
humanfriendly 10.0
idna 3.8
importlib-metadata 8.5.0
keras 2.9.0
Keras-Preprocessing 1.1.2
kiwisolver 1.4.7
libclang 18.1.1
Markdown 3.7
markdown-it-py 3.0.0
MarkupSafe 2.1.5
matplotlib 3.6.0
mdurl 0.1.2
mpmath 1.3.0
numpy 1.24.3
oauthlib 3.2.2
onnx 1.14.0
onnx-graphsurgeon 0.5.2
onnx2tf 1.7.7
onnxruntime 1.17.1
onnxsim 0.4.28
opencv-python 4.10.0.84
opt-einsum 3.3.0
packaging 24.1
paddlelite 2.13rc0
paddlepaddle 2.6.1
paddlepaddle-gpu 2.6.1
pandas 2.2.2
Pillow 8.3.2
pip 20.2.1
protobuf 3.20.0
psutil 6.0.0
py-cpuinfo 9.0.0
pyasn1 0.6.1
pyasn1-modules 0.4.1
pybind11 2.13.5
pygments 2.18.0
pyparsing 3.1.4
pyreadline3 3.4.3
python-dateutil 2.9.0.post0
pytz 2024.2
PyYAML 6.0.2
requests 2.32.3
requests-oauthlib 2.0.0
rich 13.8.1
rsa 4.9
scipy 1.13.1
seaborn 0.13.2
setuptools 49.2.1
six 1.16.0
sng4onnx 1.0.1
sniffio 1.3.1
sympy 1.13.2
tensorboard 2.9.1
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.1
tensorflow 2.9.1
tensorflow-estimator 2.9.0
tensorflow-io-gcs-filesystem 0.31.0
termcolor 2.4.0
tflite-support 0.3.1
torch 1.9.1+cu102
torchaudio 0.9.1
torchvision 0.10.1+cu102
tqdm 4.66.5
typing-extensions 4.12.2
tzdata 2024.1
ultralytics 8.0.140
urllib3 2.2.2
werkzeug 3.0.4
wheel 0.44.0
wrapt 1.16.0
zipp 3.20.1
WARNING: You are using pip version 20.2.1; however, version 24.2 is available.
You should consider upgrading via the 'e:\work\py39\python_39.exe -m pip install --upgrade pip' command.