Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.
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Updated
Oct 11, 2016 - Python
Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.
A simple program on how you can use tensor-board for visualization and how you can freeze your model graph and later use if for testing
U-Net for biomedical image segmentation
High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Learning algorithm
Encoder-Decoder Transformer with cross-attention
Powerful XRP price forecasting using public data. Stacking ensemble (Bi-GRU/LSTM/CNN-LSTM + LightGBM/XGBoost, RidgeR). Fuses market OHLCV (CCXT), news sentiment & top50 whale activity. No API keys or signups. Easy setup. CPU/GPU-ready. Multi-horizon single run forecasting. Backtests + Predictions visuals: plot_charts & in-depth tensorboard dash
Visualize data on TensorBoard.
Experimentation & Results of nvidia-modulus-sym implementation using PINNs
T.C. Maltepe University Graduate Project (Tooth Detection and Numbering From Panoramic Radiography Adult Patients Using Artificial Neural Network)
Embeddings projector using Sentence-Transformers and Tensorboard
Scene Classification using pytorch : Dataset created using frames from youtube videos
Tensorboard_Visualization_Graph_Freeze
VGG16 Transfer Learning for TB Detection
Visualize Image Embeddings on Tensorboard
To test if CAPTCHA secure login security codes are secure from bot attacks I developed a CNN classifier model in Python using TensorFlow to predict the CAPTCHA codes. Predicted over 40,000 CAPTCHA codes with an accuracy above 98%.
Lab to illustrate working with TensorFlow using an Amazon Deep Learning AMI (DLAMI)
logging utility for tensorboard
A real-time, interactive logging board tailored for parsing YOLO training logs (`results.csv`) and rendering advanced computer vision metrics.
Create a backend API to handle book information requests, and summary generation.
This project was submitted as a requirement for this course. The course was administered in Spring 2018 in Tel-Aviv University - School of Mathematical Sciences
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