Implementation of a hierarchical CNN based model to detect Big Five personality traits
實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)
Real time face-mask detection using Deep Learning and OpenCV
Keras implementation of a ResNet-CAM model
CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
Video to Text: Natural language description generator for some given video. [Video Captioning]
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
A deep learning based approach for brain tumor MRI segmentation.
Object localization in images using simple CNNs and Keras
Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)
Style transfer using deep convolutional neural nets
Forest fire detection using Convolutional Neural Networks
This deep learning application can detect Facial Keypoints (15 unique points). They mark important areas of the face - the eyes, corners of the mouth, the nose, etc.
🔥 Reproducibly benchmarking Keras and PyTorch models
Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.
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