diff --git a/BACKEND/Modules/Admin/app/Http/Controllers/Temp.php b/BACKEND/Modules/Admin/app/Http/Controllers/Temp.php new file mode 100644 index 0000000..9fcdcef --- /dev/null +++ b/BACKEND/Modules/Admin/app/Http/Controllers/Temp.php @@ -0,0 +1,8 @@ +_checkin_date.png + if "_" in file and file.endswith(".png"): + username = file.split("_")[0] # Lấy phần username từ tên tệp + + # Tạo đường dẫn thư mục con + subfolder_path = os.path.join(folder_path, username) + + # Tạo thư mục con nếu chưa tồn tại + if not os.path.exists(subfolder_path): + os.makedirs(subfolder_path) + + # Di chuyển tệp vào thư mục con + shutil.move(os.path.join(folder_path, file), os.path.join(subfolder_path, file)) + + print("Hoàn thành sắp xếp tệp theo username.") + +# Đường dẫn tới thư mục chứa các tệp +folder_path = "/home/joseph/screenshot" +dest_folder_path = "/home/joseph/DetectFace/dataset" +organize_files_by_username(folder_path, dest_folder_path) diff --git a/DetectFace/test/NGUYEN HOANG VI_check in_at_2024_09_05_11_31_24.png b/DetectFace/test/NGUYEN HOANG VI_check in_at_2024_09_05_11_31_24.png new file mode 100644 index 0000000..45e064c Binary files /dev/null and b/DetectFace/test/NGUYEN HOANG VI_check in_at_2024_09_05_11_31_24.png differ diff --git a/DetectFace/traning.py b/DetectFace/traning.py new file mode 100644 index 0000000..9a22c07 --- /dev/null +++ b/DetectFace/traning.py @@ -0,0 +1,66 @@ +import tensorflow as tf +import numpy as np +import cv2 +import os +from tensorflow.keras import layers, models +from sklearn.model_selection import train_test_split + +# 1. Load dữ liệu +def load_data(data_dir): + images = [] + labels = [] + for label, folder in enumerate(os.listdir(data_dir)): + folder_path = os.path.join(data_dir, folder) + for file in os.listdir(folder_path): + img_path = os.path.join(folder_path, file) + img = cv2.imread(img_path) + img = cv2.resize(img, (128, 128)) # Resize về kích thước cố định + images.append(img) + labels.append(label) + images = np.array(images) / 255.0 # Chuẩn hóa + labels = np.array(labels) + return images, labels + +# Đường dẫn dữ liệu +data_dir = '/home/joseph/DetectFace/dataset' +images, labels = load_data(data_dir) + +# Chia dữ liệu train/test +X_train, X_test, y_train, y_test = train_test_split(images, labels, test_size=0.2, random_state=42) + +# 2. Tạo mô hình phát hiện khuôn mặt +model = models.Sequential([ + layers.Conv2D(32, (3, 3), activation='relu', input_shape=(128, 128, 3)), + layers.MaxPooling2D((2, 2)), + layers.Conv2D(64, (3, 3), activation='relu'), + layers.MaxPooling2D((2, 2)), + layers.Conv2D(128, (3, 3), activation='relu'), + layers.Flatten(), + layers.Dense(128, activation='relu'), + layers.Dense(len(set(labels)), activation='softmax') # Số lớp tương ứng số nhãn +]) + +# Compile mô hình +model.compile(optimizer='adam', + loss='sparse_categorical_crossentropy', + metrics=['accuracy']) + +# Huấn luyện mô hình +model.fit(X_train, y_train, epochs=10, validation_data=(X_test, y_test)) + +# 3. Lưu mô hình +model.save('face_detection_model.h5') + +# 4. Sử dụng mô hình để dự đoán +def predict_face(image_path, model_path='face_detection_model.h5'): + model = tf.keras.models.load_model(model_path) + img = cv2.imread(image_path) + img_resized = cv2.resize(img, (128, 128)) / 255.0 + img_resized = np.expand_dims(img_resized, axis=0) + prediction = model.predict(img_resized) + return np.argmax(prediction), np.max(prediction) + +# Test với một ảnh +image_path = '/home/joseph/DetectFace/test/NGUYEN\ HOANG\ VI_check\ in_at_2024_09_05_11_31_24.png' +label, confidence = predict_face(image_path) +print(f"Detected label: {label}, Confidence: {confidence:.2f}") \ No newline at end of file diff --git a/FRONTEND/install_nvm.sh b/FRONTEND/install_nvm.sh new file mode 100644 index 0000000..a6d96a6 --- /dev/null +++ b/FRONTEND/install_nvm.sh @@ -0,0 +1,425 @@ +#!/usr/bin/env bash + +{ # this ensures the entire script is downloaded # + +nvm_has() { + type "$1" > /dev/null 2>&1 +} + +nvm_default_install_dir() { + [ -z "${XDG_CONFIG_HOME-}" ] && printf %s "${HOME}/.nvm" || printf %s "${XDG_CONFIG_HOME}/nvm" +} + +nvm_install_dir() { + if [ -n "$NVM_DIR" ]; then + printf %s "${NVM_DIR}" + else + nvm_default_install_dir + fi +} + +nvm_latest_version() { + echo "v0.35.0" +} + +nvm_profile_is_bash_or_zsh() { + local TEST_PROFILE + TEST_PROFILE="${1-}" + case "${TEST_PROFILE-}" in + *"/.bashrc" | *"/.bash_profile" | *"/.zshrc") + return + ;; + *) + return 1 + ;; + esac +} + +# +# Outputs the location to NVM depending on: +# * The availability of $NVM_SOURCE +# * The method used ("script" or "git" in the script, defaults to "git") +# NVM_SOURCE always takes precedence unless the method is "script-nvm-exec" +# +nvm_source() { + local NVM_METHOD + NVM_METHOD="$1" + local NVM_SOURCE_URL + NVM_SOURCE_URL="$NVM_SOURCE" + if [ "_$NVM_METHOD" = "_script-nvm-exec" ]; then + NVM_SOURCE_URL="https://raw.githubusercontent.com/nvm-sh/nvm/$(nvm_latest_version)/nvm-exec" + elif [ "_$NVM_METHOD" = "_script-nvm-bash-completion" ]; then + NVM_SOURCE_URL="https://raw.githubusercontent.com/nvm-sh/nvm/$(nvm_latest_version)/bash_completion" + elif [ -z "$NVM_SOURCE_URL" ]; then + if [ "_$NVM_METHOD" = "_script" ]; then + NVM_SOURCE_URL="https://raw.githubusercontent.com/nvm-sh/nvm/$(nvm_latest_version)/nvm.sh" + elif [ "_$NVM_METHOD" = "_git" ] || [ -z "$NVM_METHOD" ]; then + NVM_SOURCE_URL="https://github.com/nvm-sh/nvm.git" + else + echo >&2 "Unexpected value \"$NVM_METHOD\" for \$NVM_METHOD" + return 1 + fi + fi + echo "$NVM_SOURCE_URL" +} + +# +# Node.js version to install +# +nvm_node_version() { + echo "$NODE_VERSION" +} + +nvm_download() { + if nvm_has "curl"; then + curl --compressed -q "$@" + elif nvm_has "wget"; then + # Emulate curl with wget + ARGS=$(echo "$*" | command sed -e 's/--progress-bar /--progress=bar /' \ + -e 's/-L //' \ + -e 's/--compressed //' \ + -e 's/-I /--server-response /' \ + -e 's/-s /-q /' \ + -e 's/-o /-O /' \ + -e 's/-C - /-c /') + # shellcheck disable=SC2086 + eval wget $ARGS + fi +} + +install_nvm_from_git() { + local INSTALL_DIR + INSTALL_DIR="$(nvm_install_dir)" + + if [ -d "$INSTALL_DIR/.git" ]; then + echo "=> nvm is already installed in $INSTALL_DIR, trying to update using git" + command printf '\r=> ' + command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" fetch origin tag "$(nvm_latest_version)" --depth=1 2> /dev/null || { + echo >&2 "Failed to update nvm, run 'git fetch' in $INSTALL_DIR yourself." + exit 1 + } + else + # Cloning to $INSTALL_DIR + echo "=> Downloading nvm from git to '$INSTALL_DIR'" + command printf '\r=> ' + mkdir -p "${INSTALL_DIR}" + if [ "$(ls -A "${INSTALL_DIR}")" ]; then + command git init "${INSTALL_DIR}" || { + echo >&2 'Failed to initialize nvm repo. Please report this!' + exit 2 + } + command git --git-dir="${INSTALL_DIR}/.git" remote add origin "$(nvm_source)" 2> /dev/null \ + || command git --git-dir="${INSTALL_DIR}/.git" remote set-url origin "$(nvm_source)" || { + echo >&2 'Failed to add remote "origin" (or set the URL). Please report this!' + exit 2 + } + command git --git-dir="${INSTALL_DIR}/.git" fetch origin tag "$(nvm_latest_version)" --depth=1 || { + echo >&2 'Failed to fetch origin with tags. Please report this!' + exit 2 + } + else + command git -c advice.detachedHead=false clone "$(nvm_source)" -b "$(nvm_latest_version)" --depth=1 "${INSTALL_DIR}" || { + echo >&2 'Failed to clone nvm repo. Please report this!' + exit 2 + } + fi + fi + command git -c advice.detachedHead=false --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" checkout -f --quiet "$(nvm_latest_version)" + if [ -n "$(command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" show-ref refs/heads/master)" ]; then + if command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" branch --quiet 2>/dev/null; then + command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" branch --quiet -D master >/dev/null 2>&1 + else + echo >&2 "Your version of git is out of date. Please update it!" + command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" branch -D master >/dev/null 2>&1 + fi + fi + + echo "=> Compressing and cleaning up git repository" + if ! command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" reflog expire --expire=now --all; then + echo >&2 "Your version of git is out of date. Please update it!" + fi + if ! command git --git-dir="$INSTALL_DIR"/.git --work-tree="$INSTALL_DIR" gc --auto --aggressive --prune=now ; then + echo >&2 "Your version of git is out of date. Please update it!" + fi + return +} + +# +# Automatically install Node.js +# +nvm_install_node() { + local NODE_VERSION_LOCAL + NODE_VERSION_LOCAL="$(nvm_node_version)" + + if [ -z "$NODE_VERSION_LOCAL" ]; then + return 0 + fi + + echo "=> Installing Node.js version $NODE_VERSION_LOCAL" + nvm install "$NODE_VERSION_LOCAL" + local CURRENT_NVM_NODE + + CURRENT_NVM_NODE="$(nvm_version current)" + if [ "$(nvm_version "$NODE_VERSION_LOCAL")" == "$CURRENT_NVM_NODE" ]; then + echo "=> Node.js version $NODE_VERSION_LOCAL has been successfully installed" + else + echo >&2 "Failed to install Node.js $NODE_VERSION_LOCAL" + fi +} + +install_nvm_as_script() { + local INSTALL_DIR + INSTALL_DIR="$(nvm_install_dir)" + local NVM_SOURCE_LOCAL + NVM_SOURCE_LOCAL="$(nvm_source script)" + local NVM_EXEC_SOURCE + NVM_EXEC_SOURCE="$(nvm_source script-nvm-exec)" + local NVM_BASH_COMPLETION_SOURCE + NVM_BASH_COMPLETION_SOURCE="$(nvm_source script-nvm-bash-completion)" + + # Downloading to $INSTALL_DIR + mkdir -p "$INSTALL_DIR" + if [ -f "$INSTALL_DIR/nvm.sh" ]; then + echo "=> nvm is already installed in $INSTALL_DIR, trying to update the script" + else + echo "=> Downloading nvm as script to '$INSTALL_DIR'" + fi + nvm_download -s "$NVM_SOURCE_LOCAL" -o "$INSTALL_DIR/nvm.sh" || { + echo >&2 "Failed to download '$NVM_SOURCE_LOCAL'" + return 1 + } & + nvm_download -s "$NVM_EXEC_SOURCE" -o "$INSTALL_DIR/nvm-exec" || { + echo >&2 "Failed to download '$NVM_EXEC_SOURCE'" + return 2 + } & + nvm_download -s "$NVM_BASH_COMPLETION_SOURCE" -o "$INSTALL_DIR/bash_completion" || { + echo >&2 "Failed to download '$NVM_BASH_COMPLETION_SOURCE'" + return 2 + } & + for job in $(jobs -p | command sort) + do + wait "$job" || return $? + done + chmod a+x "$INSTALL_DIR/nvm-exec" || { + echo >&2 "Failed to mark '$INSTALL_DIR/nvm-exec' as executable" + return 3 + } +} + +nvm_try_profile() { + if [ -z "${1-}" ] || [ ! -f "${1}" ]; then + return 1 + fi + echo "${1}" +} + +# +# Detect profile file if not specified as environment variable +# (eg: PROFILE=~/.myprofile) +# The echo'ed path is guaranteed to be an existing file +# Otherwise, an empty string is returned +# +nvm_detect_profile() { + if [ "${PROFILE-}" = '/dev/null' ]; then + # the user has specifically requested NOT to have nvm touch their profile + return + fi + + if [ -n "${PROFILE}" ] && [ -f "${PROFILE}" ]; then + echo "${PROFILE}" + return + fi + + local DETECTED_PROFILE + DETECTED_PROFILE='' + + if [ -n "${BASH_VERSION-}" ]; then + if [ -f "$HOME/.bashrc" ]; then + DETECTED_PROFILE="$HOME/.bashrc" + elif [ -f "$HOME/.bash_profile" ]; then + DETECTED_PROFILE="$HOME/.bash_profile" + fi + elif [ -n "${ZSH_VERSION-}" ]; then + DETECTED_PROFILE="$HOME/.zshrc" + fi + + if [ -z "$DETECTED_PROFILE" ]; then + for EACH_PROFILE in ".profile" ".bashrc" ".bash_profile" ".zshrc" + do + if DETECTED_PROFILE="$(nvm_try_profile "${HOME}/${EACH_PROFILE}")"; then + break + fi + done + fi + + if [ -n "$DETECTED_PROFILE" ]; then + echo "$DETECTED_PROFILE" + fi +} + +# +# Check whether the user has any globally-installed npm modules in their system +# Node, and warn them if so. +# +nvm_check_global_modules() { + command -v npm >/dev/null 2>&1 || return 0 + + local NPM_VERSION + NPM_VERSION="$(npm --version)" + NPM_VERSION="${NPM_VERSION:--1}" + [ "${NPM_VERSION%%[!-0-9]*}" -gt 0 ] || return 0 + + local NPM_GLOBAL_MODULES + NPM_GLOBAL_MODULES="$( + npm list -g --depth=0 | + command sed -e '/ npm@/d' -e '/ (empty)$/d' + )" + + local MODULE_COUNT + MODULE_COUNT="$( + command printf %s\\n "$NPM_GLOBAL_MODULES" | + command sed -ne '1!p' | # Remove the first line + wc -l | command tr -d ' ' # Count entries + )" + + if [ "${MODULE_COUNT}" != '0' ]; then + # shellcheck disable=SC2016 + echo '=> You currently have modules installed globally with `npm`. These will no' + # shellcheck disable=SC2016 + echo '=> longer be linked to the active version of Node when you install a new node' + # shellcheck disable=SC2016 + echo '=> with `nvm`; and they may (depending on how you construct your `$PATH`)' + # shellcheck disable=SC2016 + echo '=> override the binaries of modules installed with `nvm`:' + echo + + command printf %s\\n "$NPM_GLOBAL_MODULES" + echo '=> If you wish to uninstall them at a later point (or re-install them under your' + # shellcheck disable=SC2016 + echo '=> `nvm` Nodes), you can remove them from the system Node as follows:' + echo + echo ' $ nvm use system' + echo ' $ npm uninstall -g a_module' + echo + fi +} + +nvm_do_install() { + if [ -n "${NVM_DIR-}" ] && ! [ -d "${NVM_DIR}" ]; then + if [ -e "${NVM_DIR}" ]; then + echo >&2 "File \"${NVM_DIR}\" has the same name as installation directory." + exit 1 + fi + + if [ "${NVM_DIR}" = "$(nvm_default_install_dir)" ]; then + mkdir "${NVM_DIR}" + else + echo >&2 "You have \$NVM_DIR set to \"${NVM_DIR}\", but that directory does not exist. Check your profile files and environment." + exit 1 + fi + fi + if [ -z "${METHOD}" ]; then + # Autodetect install method + if nvm_has git; then + install_nvm_from_git + elif nvm_has nvm_download; then + install_nvm_as_script + else + echo >&2 'You need git, curl, or wget to install nvm' + exit 1 + fi + elif [ "${METHOD}" = 'git' ]; then + if ! nvm_has git; then + echo >&2 "You need git to install nvm" + exit 1 + fi + install_nvm_from_git + elif [ "${METHOD}" = 'script' ]; then + if ! nvm_has nvm_download; then + echo >&2 "You need curl or wget to install nvm" + exit 1 + fi + install_nvm_as_script + else + echo >&2 "The environment variable \$METHOD is set to \"${METHOD}\", which is not recognized as a valid installation method." + exit 1 + fi + + echo + + local NVM_PROFILE + NVM_PROFILE="$(nvm_detect_profile)" + local PROFILE_INSTALL_DIR + PROFILE_INSTALL_DIR="$(nvm_install_dir | command sed "s:^$HOME:\$HOME:")" + + SOURCE_STR="\\nexport NVM_DIR=\"${PROFILE_INSTALL_DIR}\"\\n[ -s \"\$NVM_DIR/nvm.sh\" ] && \\. \"\$NVM_DIR/nvm.sh\" # This loads nvm\\n" + + # shellcheck disable=SC2016 + COMPLETION_STR='[ -s "$NVM_DIR/bash_completion" ] && \. "$NVM_DIR/bash_completion" # This loads nvm bash_completion\n' + BASH_OR_ZSH=false + + if [ -z "${NVM_PROFILE-}" ] ; then + local TRIED_PROFILE + if [ -n "${PROFILE}" ]; then + TRIED_PROFILE="${NVM_PROFILE} (as defined in \$PROFILE), " + fi + echo "=> Profile not found. Tried ${TRIED_PROFILE-}~/.bashrc, ~/.bash_profile, ~/.zshrc, and ~/.profile." + echo "=> Create one of them and run this script again" + echo " OR" + echo "=> Append the following lines to the correct file yourself:" + command printf "${SOURCE_STR}" + echo + else + if nvm_profile_is_bash_or_zsh "${NVM_PROFILE-}"; then + BASH_OR_ZSH=true + fi + if ! command grep -qc '/nvm.sh' "$NVM_PROFILE"; then + echo "=> Appending nvm source string to $NVM_PROFILE" + command printf "${SOURCE_STR}" >> "$NVM_PROFILE" + else + echo "=> nvm source string already in ${NVM_PROFILE}" + fi + # shellcheck disable=SC2016 + if ${BASH_OR_ZSH} && ! command grep -qc '$NVM_DIR/bash_completion' "$NVM_PROFILE"; then + echo "=> Appending bash_completion source string to $NVM_PROFILE" + command printf "$COMPLETION_STR" >> "$NVM_PROFILE" + else + echo "=> bash_completion source string already in ${NVM_PROFILE}" + fi + fi + if ${BASH_OR_ZSH} && [ -z "${NVM_PROFILE-}" ] ; then + echo "=> Please also append the following lines to the if you are using bash/zsh shell:" + command printf "${COMPLETION_STR}" + fi + + # Source nvm + # shellcheck source=/dev/null + \. "$(nvm_install_dir)/nvm.sh" + + nvm_check_global_modules + + nvm_install_node + + nvm_reset + + echo "=> Close and reopen your terminal to start using nvm or run the following to use it now:" + command printf "${SOURCE_STR}" + if ${BASH_OR_ZSH} ; then + command printf "${COMPLETION_STR}" + fi +} + +# +# Unsets the various functions defined +# during the execution of the install script +# +nvm_reset() { + unset -f nvm_has nvm_install_dir nvm_latest_version nvm_profile_is_bash_or_zsh \ + nvm_source nvm_node_version nvm_download install_nvm_from_git nvm_install_node \ + install_nvm_as_script nvm_try_profile nvm_detect_profile nvm_check_global_modules \ + nvm_do_install nvm_reset nvm_default_install_dir +} + +[ "_$NVM_ENV" = "_testing" ] || nvm_do_install + +} # this ensures the entire script is downloaded #