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segmentation

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WZMIAOMIAO /deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-learning pytorch classification segmentation bilibili object-detection tensorflow2

UpdatedJan 12, 2025
Python

albumentations

albumentations-team /albumentations

Fast and flexible image augmentation library. Paper about the library:https://www.mdpi.com/2078-2489/11/2/125

python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation augmentation fast-augmentations

UpdatedJun 25, 2025
Python

qubvel-org /segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision models image-processing transformers pytorch imagenet segmentation image-segmentation unet dpt semantic-segmentation pretrained-weights pspnet fpn deeplabv3 unet-pytorch deeplab-v3-plus segmentation-models unetplusplus segformer

UpdatedJul 18, 2025
Python

lexfridman /mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl

UpdatedJan 3, 2024
Jupyter Notebook

jetson-inference

dusty-nv /jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

machine-learning embedded caffe computer-vision deep-learning robotics inference nvidia digits image-recognition segmentation object-detection jetson-tx1 jetson tensorrt jetson-tx2 video-analytics jetson-xavier jetson-nano jetson-xavier-nx

UpdatedOct 16, 2024
C++

utkuozbulak /pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

grad-cam pytorch segmentation gradient cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

UpdatedJan 1, 2025
Python

mikel-brostrom /boxmot

BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

machine-learning deep-learning yolo segmentation clip multi-object-tracking mot tensorrt tracking-by-detection mots osnet multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort improvedassociation boosttrack oriented-bounding-box-tracking

UpdatedJul 14, 2025
Python

MIC-DKFZ /nnUNet

UpdatedJul 3, 2025
Python

PaddlePaddle /PaddleX

All-in-One Development Tool based on PaddlePaddle

ocr time-series deployment speech-recognition classification segmentation object-detection ai-pipelines layout-detection formula-recognition pp-chatocr pdf2markdown

UpdatedJul 18, 2025
Python

charlesq34 /pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

neural-network tensorflow point-cloud classification segmentation geometry-processing

UpdatedNov 30, 2023
Python

qubvel /segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

tensorflow keras segmentation densenet resnet image-segmentation unet keras-models resnext pre-trained keras-tensorflow mobilenet pspnet pretrained fpn keras-examples linknet segmentation-models tensorflow-keras efficientnet

UpdatedAug 21, 2024
Python

zhixuhao /unet

unet for image segmentation

keras segmentation unet

UpdatedApr 10, 2024
Jupyter Notebook

yanx27 /Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

visualization point-cloud pytorch classification segmentation shapenet modelnet pointcloud pointnet pointnet2 s3dis

UpdatedApr 24, 2024
Python

SysCV /sam-hq

Segment Anything in High Quality [NeurIPS 2023]

sam segmentation high-quality segment-anything segment-anything-model zero-shot-segmentation

UpdatedJun 30, 2025
Jupyter Notebook

PaddlePaddle /awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert

UpdatedJul 25, 2024
Jupyter Notebook

charlesq34 /pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

deep-learning point-cloud classification segmentation 3d-shape

UpdatedAug 26, 2022
Python

opengeos /segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

machine-learning deep-learning geospatial artificial-intelligence segmentation geopython segment-anything

UpdatedApr 17, 2025
Python

HRNet /HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer:https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet.https://arxiv.org/abs/1908.07919

transformer segmentation high-resolution semantic-segmentation cityscapes pascal-context lip high-resolution-net hrnets segmentation-transformer

UpdatedNov 17, 2022
Python

BlenderProc

DLR-RM /BlenderProc

A procedural Blender pipeline for photorealistic training image generation

python blender rendering computer-graphics segmentation 3d-reconstruction 3d-graphics pose-estimation synthetic synthetic-data depth-images 3d-engines blender-pipeline camera-positions suncg-scene camera-sampling blender-installation 3d-front-dataset

UpdatedApr 16, 2025
Python

CharlesShang /FastMaskRCNN

Mask RCNN in TensorFlow

tensorflow detection coco segmentation rcnn maskrcnn fasterrcnn pfn

UpdatedJan 5, 2021
Python

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