Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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Recursive CnnsImplementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."
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Fashion MnistA MNIST-like fashion product database. Benchmark 👇
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Deep K Means Pytorch[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
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FacerankFaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com
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Sensaturban🔥Urban-scale point cloud dataset (CVPR 2021)
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Hpatches BenchmarkPython & Matlab code for local feature descriptor evaluation with the HPatches dataset.
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Hand pose actionDataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.
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Deeperforensics 1.0[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection
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Awesome Face😎 face releated algorithm, dataset and paper
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Medmnist[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis
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Turkce Yapay Zeka KaynaklariTürkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
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DatasetCrop/Weed Field Image Dataset
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Pglib OpfBenchmarks for the Optimal Power Flow Problem
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Motion SenseMotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
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DeblurganImage Deblurring using Generative Adversarial Networks
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TapeTasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
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DatasetsA repository of pretty cool datasets that I collected for network science and machine learning research.
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PcamThe PatchCamelyon (PCam) deep learning classification benchmark.
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TrashnetDataset of images of trash; Torch-based CNN for garbage image classification
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O CnnO-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis
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All Classifiers 2019A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
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Idn CaffeCaffe implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)
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LsuvinitReference caffe implementation of LSUV initialization
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Okutama ActionOkutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection
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DeepecgECG classification programs based on ML/DL methods
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Triplet AttentionOfficial PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
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HdltexHDLTex: Hierarchical Deep Learning for Text Classification
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BIRLBIRL: Benchmark on Image Registration methods with Landmark validations
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Surface Defect Detection🐎📈 Constantly summarizing open source dataset and important critical papers in the field of surface defect research which are very important. 🐋
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MaskedFaceRepresentationMasked face recognition focuses on identifying people using their facial features while they are wearing masks. We introduce benchmarks on face verification based on masked face images for the development of COVID-safe protocols in airports.
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Person searchJoint Detection and Identification Feature Learning for Person Search
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Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
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FeathercnnFeatherCNN is a high performance inference engine for convolutional neural networks.
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Mobilenet SsdMobileNet-SSD(MobileNetSSD) + Neural Compute Stick(NCS) Faster than YoloV2 + Explosion speed by RaspberryPi · Multiple moving object detection with high accuracy.
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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KeypointnetKeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations (CVPR2020)
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Autonomous DroneThis repository intends to enable autonomous drone delivery with the Intel Aero RTF drone and PX4 autopilot. The code can be executed both on the real drone or simulated on a PC using Gazebo. Its core is a robot operating system (ROS) node, which communicates with the PX4 autopilot through mavros. It uses SVO 2.0 for visual odometry, WhyCon for visual marker localization and Ewok for trajectoy planning with collision avoidance.
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Ccpd[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition
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TnnBiologically-realistic recurrent convolutional neural networks
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Bit RnnQuantize weights and activations in Recurrent Neural Networks.
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Onnx ChainerAdd-on package for ONNX format support in Chainer
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