spmallick/learnopencv

类库 › learnopencv

spmallick/learnopencv

该仓库提供计算机视觉、深度学习和人工智能相关的代码示例，旨在帮助用户学习和掌握AI技术。

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3D-LiDAR-Object-Detection python

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NumPy easydict matplotlib opencv-python scikit-learn tensorboard torch torchsummary torchvision tqdm wget

A-Deep-Dive-into-Tensorflow-Model-Optimization python

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tensorflow tensorflow-datasets tensorflow-model-optimization tf-keras

ADAS-Stereo-Vision python

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NumPy albumentations jupyterlab matplotlib natsort pillow pygit2 scikit-image scikit-learn tensorboard tensorboardx tifffile torchcontrib tqdm

AI-Fitness-Trainer-Using-MediaPipe-Analyzing-Squats python

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NumPy mediapipe opencv-python-headless streamlit streamlit_webrtc

ALPR python

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paddleocr paddlepaddle-gpu

Agentic-AI-A-Comprehensive-Introduction python

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FastAPI

ORM

SQLAlchemy

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crewai crewai-tools duckduckgo-search groq langchain-google-genai langchain-openai openai packaging pgvector phidata psycopg pypdf python-dotenv typer uvicorn yfinance

Annotated-NeRF/nerf-pytorch python

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configargparse imageio imageio-ffmpeg matplotlib opencv-python tensorboard torch torchvision tqdm

Anti-Spoofing-Face-Recognition-with-OAK-D python

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blobconverter depthai opencv-contrib-python scipy

Autoencoder-in-TensorFlow python

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NumPy ipython jupyterlab matplotlib opencv-python scikit-learn tensorflow

Automatic-Document-Scanner python

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NumPy Pillow matplotlib opencv-contrib-python-headless streamlit streamlit-drawable-canvas

Bag-Of-Tricks-For-Image-Classification python

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NumPy Pillow albumentations opencv-python pytorch-lightning setuptools tensorboard torch torchvision tqdm

Build-a-Video-to-Slides-Converter-Application-using-the-Power-of-Background-Estimation-and-Frame-Differencing-in-OpenCV python

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ImageHash NumPy Pillow img2pdf opencv-contrib-python scipy six

CenterStage python

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NumPy Package Pillow absl-py attrs cycler fonttools imutils kiwisolver matplotlib mediapipe opencv-contrib-python packaging pip progress protobuf pyparsing python-dateutil pyvirtualcam setuptools six vidstab wheel

Chrome-Dino-Bot-using-OpenCV-feature-matching python

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MouseInfo NumPy PyAutoGUI PyGetWindow PyMsgBox PyRect PyScreeze mss opencv-python pyperclip pytweening tk wincertstore

Classification-with-localization-convert-any-keras-classifier-into-a-detector python

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NumPy Pandas imgaug matplotlib opencv-contrib-python opencv-python scikit-image scikit-learn scipy tensorflow urllib3

Conditional-GAN-PyTorch-TensorFlow python

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NumPy ipython matplotlib tensorflow torch torchsummary torchvision

Contour-Detection-using-OpenCV/python python

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opencv-python

Create-AR-filters-using-Mediapipe python

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NumPy mediapipe opencv-contrib-python

DNN-OpenCV-Classification-Android/img_classification_android/app java

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androidx.appcompat:appcompat 1.2.0 androidx.constraintlayout:constraintlayout 1.1.3

DNN-OpenCV-Classification-Android python

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NumPy albumentations onnx onnxruntime torch torchvision

DNN-OpenCV-Classification-with-Java python

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NumPy albumentations onnx onnxruntime torch torchvision

Deep-Convolutional-GAN python

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NumPy ipython matplotlib tensorflow torch torchsummary torchvision

Deep-Learning-with-OpenCV-DNN-Module/python python

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NumPy opencv-python

Deploying-a-Deep-Learning-Model-using-Hugging-Face-Spaces-and-Gradio/huggingface_files python

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Requests

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GitPython NumPy Pandas Pillow PyYAML hydra-core ipython matplotlib opencv-python psutil scipy seaborn tensorboard thop torch torchvision tqdm ultralytics

Deployment-on-Edge-LLM-Serving-on-Jetson-using-vLLM python

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FastAPI

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Requests

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Pillow PyMuPDF httpx openai python-dotenv python-multipart qdrant-client sentence-transformers tavily-python uvicorn

Depth-Perception-Using-Stereo-Camera/python python

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NumPy Pillow certifi cycler kiwisolver matplotlib opencv-python pyparsing python-dateutil six

Disparity-Estimation-Using-Deep-Learning python

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NumPy jupyter matplotlib opencv-python pillow torch torchvision

Driver-Drowsiness-detection-using-Mediapipe-in-Python python

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NumPy aiortc cryptography mediapipe pyOpenSSL pydub streamlit streamlit-nested-layout streamlit_webrtc

Efficient-image-loading python

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NumPy Pillow PyTurboJPEG cffi lmdb opencv-python prettytable tensorflow

Exploring-DINO-dino-road-segmentation/public-code python

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NumPy Pandas Pillow imageio scipy tqdm

FBAMatting python

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NumPy opencv-python torch torchvision tqdm

FCOS-Inference-using-PyTorch python

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Requests

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NumPy matplotlib opencv-python-headless torch torchvision

Face-Recognition-with-ArcFace python

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NumPy matplotlib opencv-python pillow scikit-learn torch torchvision tqdm

FaceMaskOverlay python

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NumPy opencv-python torch torchvision yacs

Fine-Tuning-AnomalyCLIP python

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dash-table scikit-image scikit-learn scipy seaborn timm torch torchvision tqdm

Getting-Started-with-VLM-on-Jetson-Nano python

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accelerate einops huggingface_hub pyvips timm transformers

Human-Action-Recognition-Using-Detectron2-And-Lstm python

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-i Flask NumPy Werkzeug opencv-python pytorch_lightning pyyaml setuptools torch torchmetrics torchvision

Image-Captioning-using-ResNet-and-LSTM python

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Pillow gradio pickle torch torchaudio torchvision tqdm

Image-to-Image-Translation-with-GAN python

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NumPy ipython matplotlib opencv-python scikit-image tensorflow torch torchsummary torchvision

Improving-Illumination-in-Night-Time-Images/python python

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NumPy opencv-contrib-python

Inference-for-PyTorch-Models/ONNX-Caffe2 python

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NumPy jupyter pip protobuf pytorch torchvision

Intro-to-Generative-Adversarial-Network python

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NumPy ipython matplotlib tensorflow torch torchsummary torchvision tqdm

Introduction-to-MediaPipe python

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mediapipe opencv-python

Introduction-to-ROS2-in-python/ros2_py_ws/src/slam/slam python

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PyOpenGl PySDL2 open3d opencv-python scikit-image

Local-VLM-Agents-in-Action-GUI-Automation-with-Moondream3-and-Gemini python

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Tornado

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Requests

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Jinja2 MarkupSafe MouseInfo NumPy Pandas PyAutoGUI PyGetWindow PyMsgBox PyQt5 PyQt5-Qt5 PyQt5_sip PyRect PyScreeze PyTurboJPEG PyYAML Pydantic Pygments Qt.py Send2Trash albucore albumentations annotated-types anyio argon2-cffi argon2-cffi-bindings arrow asttokens async-lru attrs babel beautifulsoup4 bitsandbytes-windows bleach blobconverter bokeh cachetools certifi cffi charset-normalizer colorama comm contourpy cycler debugpy decorator defusedxml depthai-sdk distinctipy einops exceptiongroup executing fastjsonschema ffmpy3 filelock fonttools fqdn fsspec google-auth google-genai h11 httpcore httpx huggingface-hub idna ipykernel ipython ipywidgets isoduration jedi json5 jsonpointer jsonschema jsonschema-specifications jupyter jupyter-console jupyter-events jupyter-lsp jupyter_client jupyter_core jupyter_server jupyter_server_terminals jupyterlab jupyterlab_pygments jupyterlab_server jupyterlab_widgets kiwisolver lark lightning-utilities livelossplot lz4 marshmallow matplotlib matplotlib-inline mcap mcap-ros1-support mistune moondream mpmath narwhals nbclient nbconvert nbformat nest-asyncio networkx notebook notebook_shim ollama opencv-contrib-python overrides packaging pandocfilters parso pillow platformdirs prometheus_client prompt_toolkit psutil pure_eval pyasn1 pyasn1_modules pycparser pydantic_core pyparsing pyperclip pytesseract python-dateutil python-json-logger pytube pytweening pytz pyusb pywin32 pywinpty pyzmq referencing regex rfc3339-validator rfc3986-validator rfc3987-syntax rosbags rpds-py rsa ruamel.yaml ruamel.yaml.clib safetensors scipy sentry-sdk simsimd six sniffio soupsieve stack-data stringzilla sympy tenacity terminado timm tinycss2 tokenizers tomli torch torchinfo torchmetrics torchvision tqdm traitlets transformers types-PySide2 types-python-dateutil typing-inspection typing_extensions tzdata uri-template urllib3 wcwidth webcolors webencodings websocket-client websockets widgetsnbextension xmltodict xyzservices zstandard

MRNet-Single-Model python

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Requests

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Markdown NumPy Pandas Pillow Werkzeug absl-py cachetools certifi chardet google-auth google-auth-oauthlib grpcio idna importlib-metadata joblib nibabel oauthlib olefile packaging protobuf pyasn1 pyasn1-modules pyparsing python-dateutil pytz requests-oauthlib rsa scikit-learn scipy six sklearn tensorboard tensorboard-plugin-wit threadpoolctl torch torchsample torchvision tqdm urllib3 zipp

Moving-Object-Detection-with-OpenCV python

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NumPy gradio opencv-contrib-python

OAK-DepthAi-Pipeline-Overview python

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blobconverter depthai opencv-contrib-python

OAK-Object-Detection-with-Depth python

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blobconverter depthai opencv-contrib-python

Object-Detection-using-YOLOv5-and-OpenCV-DNN-in-CPP-and-Python python

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opencv-python

Optical-Character-Recognition-using-PaddleOCR/PaddleOCR/PPOCRLabel python

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paddleocr pyqt5 xlrd

Optical-Character-Recognition-using-PaddleOCR/PaddleOCR/deploy/android_demo/app java

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androidx.appcompat:appcompat 1.1.0 androidx.constraintlayout:constraintlayout 1.1.3

Optical-Character-Recognition-using-PaddleOCR/PaddleOCR/ppstructure/vqa python

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paddlenlp sentencepiece seqeval yacs

Optical-Character-Recognition-using-PaddleOCR/PaddleOCR python

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NumPy attrdict cython imgaug lmdb lxml opencv-contrib-python openpyxl premailer pyclipper python-Levenshtein scikit-image shapely tqdm visualdl

Optical-Character-Recognition-using-PaddleOCR/PaddleOCR/test_tipc/supplementary python

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paddleslim

Optical-Flow-Estimation-using-Deep-Learning-RAFT python

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NumPy opencv-python scipy torch torchvision

Optical-Flow-in-OpenCV python

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NumPy opencv-contrib-python opencv-python

Playing-Chrome-TRex-Game-with-Facial-Gestures python

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NumPy dlib matplotlib opencv-python pyautogui

Playing-rock-paper-scissors-with-AI python

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NumPy matplotlib opencv-contrib-python scikit-learn scipy tensorflow

Posture-analysis-system-using-MediaPipe-Pose python

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mediapipe opencv-python

PyTorch-Fully-Convolutional-Image-Classification python

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opencv-python torch torchvision

PyTorch-Keypoint-RCNN python

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NumPy matplotlib opencv-contrib-python torch torchvision

PyTorch-Multi-Label-Image-Classification-Image-Tagging python

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NumPy matplotlib pillow scikit-image scikit-learn scipy torch torchvision tqdm

PyTorch-Multi-Label-Image-Classification python

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NumPy matplotlib onnx pillow scikit-learn torch torchvision tqdm

PyTorch-ONNX-TensorRT-CPP python

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albumentations onnx opencv-python torch torchvision

PyTorch-ONNX-TensorRT python

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albumentations onnx opencv-python torch torchvision

PyTorch-Receptive-Field-With-Backprop python

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opencv-python torch torchsummary torchvision

PyTorch-Vision-Experiment-Logging python

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NumPy Pillow pycocotools tensorboardX torch torchvision wandb

PyTorch-to-CoreML-model-conversion python

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NumPy coremltools onnx onnx-coreml onnx-simplifier onnxruntime torch torchvision

PyTorch-to-TensorFlow-Model-Conversion python

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albumentations onnx onnx2keras opencv-python tensorflow tf-keras torch torchvision

Pytorch-Net-Surgery python

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opencv-python torch torchvision

Recommendation-System-using-Vector-Search python

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NumPy Pandas qdrant-client

Roadmap-To-an-Automated-Image-Annotation-Tool-Using-Python python

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opencv-python-headless streamlit

TSNE python

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NumPy Pillow matplotlib opencv-python scikit-learn scipy torch torchvision tqdm

TensorFlow-Fully-Convolutional-Image-Classification python

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opencv-python tensorflow

TensorFlow-Lite-Model-Optimization-for-On-Device-MachineLearning python

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NumPy jupyter tensorflow tensorflow-datasets tensorflow-model-optimization tf-keras wheel

TensorFlow-Receptive-Field-With-Backprop python

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opencv-python tensorflow

Tensorflow-Lite-Model-Maker-Create-Models-for-On-Device-ML python

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NumPy opencv-python streamlit tensorflow

Training_a_custom_hand_detector_with_dlib python

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NumPy dlib matplotlib opencv-contrib-python pyautogui

Understanding-Multiple-Object-Tracking-using-DeepSORT/yolov5 python

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Requests

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NumPy Pandas Pillow PyYAML matplotlib opencv-python scipy seaborn tensorboard thop torch torchvision tqdm

VLM-on-Edge-Worth-the-Hype-or-Just-a-Novelty python

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ollama

Variational-Autoencoder-TensorFlow python

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NumPy ipython jupyterlab matplotlib opencv-python scikit-learn tensorflow

Video-RAG_Training_Free_Retrieval_for_Long_Video_LVLMs python

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NumPy Pillow decord easyocr ffmpeg-python huggingface-hub peft torch torchaudio tqdm transformers

WeChat-QRCode-Scanner-OpenCV/Python python

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opencv-contrib-python

centernet-with-tf-hub python

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matplotlib opencv-python setuptools tensorflow tensorflow-hub

finetuning-retinanet python

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gradio opencv-python torch torchaudio torchvision

medgemma python

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Pillow accelerate bitsandbytes spaces torch transformers

object-detection-with-vlms python

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Pillow accelerate bitsandbytes datasets gradio matplotlib qwen-vl-utils supervision torch torchvision transformers

qwen3 python

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gradio ollama

video-classification-and-human-activity-recognition python

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NumPy imageio-ffmpeg matplotlib moviepy opencv-contrib-python pafy scikit-learn tensorflow urllib3 youtube_dl

zoom-gestures python

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NumPy Pillow mediapipe opencv-contrib-python protobuf pyvirtualcam

spmallick/learnopencv