There are 1 repository under tensorboard-visualizations topic.
Google Street View House Number(SVHN) Dataset, and classifying them through CNN
Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.
A plugin for TensorBoard to customize and export Scalar plots
ΠΡΠΎΠ΅ΠΊΡ ΠΏΠΎ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ Π½Π° ΠΏΡΠ΅Π΄ΠΏΡΠΈΡΡΠΈΠΈ, ΡΠ΅Π°Π»ΠΈΠ·ΡΡΡΠ΅ΠΉ Π΄Π΅ΡΠ΅ΠΊΡΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ Π»ΡΠ΄Π΅ΠΉ ΠΈ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΡΡ ΠΏΡΠΎΠ²Π΅ΡΠΊΡ Π½Π°Π»ΠΈΡΠΈΡ ΠΊΠ°ΡΠΎΠΊ ΠΏΠΎ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΡΠΌ Ρ Π²ΠΈΠ΄Π΅ΠΎΠΊΠ°ΠΌΠ΅Ρ
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
Face Recognition with Transfer Learning
Encoder-Decoder Transformer with cross-attention
Multi-class and multi-label images classification for fashion shops
Structured learning path from basic tensor operations to model deployment in production
High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Learning algorithm
code I used to learn deep learning
Visualize data on TensorBoard.
A performance comparison of sentiment analysis between pre-trained NLP models and visualization them in TensorBoard . Fine tuning some model to for more accurate prediction.
A simple Jupyter notebook to visualize the results of RL experiments stored in Tensorboard log files with Matplotlib.
Experimentation & Results of nvidia-modulus-sym implementation using PINNs
Word and Position Embedding visualization of all pre-trained transformer models like BERT
Jupyter Notebooks of my Deep Learning Experiments with Tensorflow.
Embeddings projector using Sentence-Transformers and Tensorboard
This project utilizes an Artificial Neural Network (ANN) to predict customer churn for a bank, based on various customer attributes like demographics, financial details, and account behavior. The model performs binary classification to identify whether a customer is likely to leave the bank (churn) or stay.
CNN built from scratch to classify audio files. Trained on the ESC-50 dataset with over 2000 audio files.
Scene Classification using pytorch : Dataset created using frames from youtube videos
π π π π Graph Visualization using 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%.
Visualize Image Embeddings on Tensorboard
this repo contains my learning journey of PyTorch Programming
Solving the Atari Breakout environment using Stable Baselines
CartPole environment using Stable BaseLines library
Tensorboard_Visualization_Graph_Freeze
T.C. Maltepe University Graduate Project (Tooth Detection and Numbering From Panoramic Radiography Adult Patients Using Artificial Neural Network)
Create Convolutional Neural Network from scratch with potato disease classification. App will allow farmers to snap a picture of a plant and determine whether the plant has a disease or not.