AI Agent Skills

静默活体检测（Silent-Face-Anti-Spoofing）

Ultra-lightweight (600KB) Face Anti-Spoofing classifier. Optimized MiniFASNetV2-SE implementation validated on 70k+ samples with ~98% accuracy for edge devices.

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Convolutional Neural Network for Human Activity Recognition in Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

Python module for GQ-CNN training and deployment with ROS integration.

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

Plant Disease Identification Using Convulutional Neural Network

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

:art: :art: 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/

Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.

CNN for stock market prediction using raw data & candlestick graph.

Vehicle Detection using Mask R-CNN and Computer Vision based Lane Detection

CNN for intent classification task in a Chatbot

Learning Convolutional Neural Networks with Interactive Visualization.

Video classification tools using 3D ResNet