TWI838250B - Intelligent food calorie calculation device - Google Patents

Abstract

An intelligent food calorie calculation device includes a calorie calculation unit, a type input unit, a weight input unit and an information output unit. The category input unit acquires a category input data. The weight input unit obtains a weight input data. The calorie calculation unit first retrieves food types from the food type database according to the type input data and obtains related food calories, and then calculates a total food calorie according to the retrieved food calories and the weight input data. The information output unit outputs the analysis result of the calorie calculation unit.

Description

Translated fromChinese

智慧型食物熱量計算裝置Smart food calorie calculator

本發明是有關於一種食物熱量計算裝置，尤其是一種可以自動取得食物的相關資訊，並且能夠自動計算出食物熱量的智慧型食物熱量計算裝置。The present invention relates to a food calorie calculation device, in particular to an intelligent food calorie calculation device which can automatically obtain relevant information of food and automatically calculate the calorie of food.

近年來，隨著高齡化社會的來臨，人們對健康的關注日益增加，對於食物的營養成分更加講究，特別是熱量控制的部分，其中，男性每日攝取的平均卡路里總量不應超過2500卡，而女性則不應超過2000卡，兒童的需求因年齡而異。In recent years, with the advent of an aging society, people have become increasingly concerned about health and the nutritional content of food, especially calorie control. The average total calorie intake for men should not exceed 2,500 calories per day, while that for women should not exceed 2,000 calories. Children's needs vary with age.

舉例來說，四歲兒童每天應攝取不超過1300卡的熱量，17、18歲的男性青年，因身體成長的需要，所需熱量約為3000卡，老年人的基本能量需求已經降低，約為每公斤體重30卡，而長期臥床者的需求為每公斤體重25卡，另外，體重超重或肥胖者，每天應減少500卡的熱量攝取，可使身體健康，因此，對於想維持體態或患有三高症狀的人而言，精確地計算每天攝取多少卡路里是至關重要的。For example, a four-year-old child should consume no more than 1,300 calories per day. A 17- or 18-year-old male youth needs about 3,000 calories for physical growth. The basic energy needs of the elderly have been reduced to about 30 calories per kilogram of body weight, and the need for long-term bedridden people is 25 calories per kilogram of body weight. In addition, overweight or obese people should reduce their calorie intake by 500 calories per day to keep their body healthy. Therefore, for people who want to maintain their body shape or suffer from the three high symptoms, it is crucial to accurately calculate how many calories they consume per day.

請參閱圖1，為中華民國證書號M616323，說明一種計算營養標示之點餐裝置20，包含一接收單元、一計算單元、一擷取單元、一顯示單元及一傳送單元，其中，該點餐裝置20之計算單元取得使用者之性別、年齡、身高、體重等身體資料，以計算出使用者的健康相關資料，該點餐裝置20的顯示螢幕可以顯示出使用者的身體狀況，以及食物的熱量狀況。Please refer to Figure 1, which is the Republic of China certificate number M616323, which illustrates afood ordering device 20 for calculating nutritional labels, including a receiving unit, a calculating unit, a capturing unit, a display unit and a transmitting unit, wherein the calculating unit of thefood ordering device 20 obtains the user's physical data such as gender, age, height, weight, etc. to calculate the user's health-related data, and the display screen of thefood ordering device 20 can display the user's physical condition and the caloric status of the food.

雖然習知技術揭露了一種計算營養標示之點餐裝置，但是實際使用時仍具有下列缺點：Although the prior art discloses a meal ordering device for calculating nutritional information, it still has the following disadvantages when actually used:

一、無法自動辨識食物種類： 當在計算食物的熱量時，必須先取得食物的種類，才能夠針對該食物的熱量進行計算，一般的電腦並無法辨識食物的種類，必須另以文字輸入的方式，對電腦輸入食物的種類，電腦才能進一步對食物的熱量進行計算。1. Unable to automatically identify food types:When calculating the calories of food, you must first obtain the type of food before you can calculate the calories of the food. Ordinary computers cannot identify the type of food. You must enter the type of food into the computer in text format before the computer can further calculate the calories of the food.

二、無法精準計算食物的熱量： 上述點餐裝置中儲存的餐點資料，雖然可以顯示出每一份餐點的熱量及營養，但是實際得到的餐點，因為大小不同重量有所差異，相同地，食材(例如水果)本身也因為存在著個體差異，並無法精準出食物的熱量。2. Unable to accurately calculate the calories of food:Although the meal data stored in the above ordering device can display the calories and nutrition of each meal, the actual meals obtained have different weights due to different sizes. Similarly, the ingredients (such as fruits) themselves also have individual differences, and the calories of the food cannot be accurately calculated.

三、無法依據個人狀況給予建議的攝取熱量： 上述點餐裝置雖然可利用使用者的性別、年齡、身高、體重等身體資料，來計算出使用者的健康相關資料，但是如上述第一點之內容，無法精準計算出使用者所攝取的熱量，因此無法給予使用者建議的攝取熱量。3. Unable to provide recommended calorie intake based on personal conditions:Although the above-mentioned ordering device can use the user's gender, age, height, weight and other physical data to calculate the user's health-related data, as mentioned in the first point above, it cannot accurately calculate the user's calorie intake, and therefore cannot provide the user with recommended calorie intake.

因此，如何可以自動辨識食材的種類及重量，以取得該食材總熱量，並依據使用者的身體狀況進一步給予建議的攝取熱量，是相關技術人員亟需努力的目標。Therefore, how to automatically identify the type and weight of food ingredients to obtain the total calorie content of the food ingredients and further provide recommended calorie intake based on the user's physical condition is a goal that relevant technical personnel urgently need to work hard on.

有鑑於此，本發明之目的是在提供一種智慧型食物熱量計算裝置，包含一熱量計算單元、一種類輸入單元、一重量輸入單元及一資訊輸出單元。In view of this, the object of the present invention is to provide an intelligent food calorie calculation device, which includes a calorie calculation unit, a type input unit, a weight input unit and an information output unit.

該熱量計算單元包括一熱量計算模組、一與該熱量計算模組連接之食物種類資料庫及一與該熱量計算模組連接之食物熱量資料庫，該食物種類資料庫中儲存至少一食物種類，該食物熱量資料庫中儲存對應該食物種類的至少一食物熱量。The calorie calculation unit includes a calorie calculation module, a food category database connected to the calorie calculation module, and a food calorie database connected to the calorie calculation module. The food category database stores at least one food category, and the food calorie database stores at least one food calorie corresponding to the food category.

該種類輸入單元與該熱量計算模組連接，用以取得一種類輸入資料，該熱量計算模組依據該種類輸入資料於該食物種類資料庫檢索食物種類並取得相關的食物熱量。The category input unit is connected to the calorie calculation module to obtain a category input data. The calorie calculation module searches for food categories in the food category database according to the category input data and obtains the relevant food calories.

該重量輸入單元與該熱量計算模組連接，用以取得一重量輸入資料，該熱量計算模組依據檢索得到的食物熱量及該重量輸入資料計算出一食物總熱量。The weight input unit is connected to the calorie calculation module to obtain a weight input data. The calorie calculation module calculates a total food calorie based on the retrieved food calorie and the weight input data.

該資訊輸出單元與該熱量計算模組連接，該熱量計算模組控制該資訊輸出單元輸出該食物總熱量。The information output unit is connected to the calorie calculation module, and the calorie calculation module controls the information output unit to output the total calorie of the food.

本發明的又一技術手段，是在於上述之該種類輸入單元包括一影像輸入模組，該熱量計算單元更包括一與該熱量計算模組連接之影像辨識模組。Another technical means of the present invention is that the above-mentioned type of input unit includes an image input module, and the calorie calculation unit further includes an image recognition module connected to the calorie calculation module.

本發明的另一技術手段，是在於上述之該影像辨識模組為一種深度學習模型，用以辨識影像中物品的外觀特徵，該食物種類資料庫中儲存的食物種類具有外觀特徵，以提供該熱量計算模組以外觀特徵進行該食物種類的檢索。Another technical means of the present invention is that the above-mentioned image recognition module is a deep learning model for recognizing the appearance features of objects in the image. The food types stored in the food type database have appearance features, so as to provide the calorie calculation module with the appearance features to search for the food types.

本發明的再一技術手段，是在於上述之該種類輸入單元包括一聲音輸入模組，該熱量計算單元更包括一與該熱量計算模組連接之聲音辨識模組，該食物種類資料庫中儲存的食物種類具有聲音特徵，以提供該熱量計算模組以聲音特徵進行該食物種類的檢索。Another technical means of the present invention is that the above-mentioned category input unit includes a sound input module, and the calorie calculation unit further includes a sound recognition module connected to the calorie calculation module. The food categories stored in the food category database have sound characteristics, so that the calorie calculation module can search for the food category by sound characteristics.

本發明的又一技術手段，是在於上述之該種類輸入單元包括一文字輸入模組，該食物種類資料庫中儲存的食物種類具有文字特徵，以提供該熱量計算模組以文字特徵進行該食物種類的檢索。Another technical means of the present invention is that the above-mentioned category input unit includes a text input module, and the food categories stored in the food category database have text features, so as to provide the calorie calculation module with text features to search for the food categories.

本發明的另一技術手段，是在於上述之該熱量計算單元更包括一與該熱量計算模組連接之基礎代謝計算模組，該基礎代謝計算模組取得一使用者的性別、年齡、身高、體重以計算出一基礎代謝率，並依據該食物總熱量計算該使用者的一再進食建議熱量，該基礎代謝率減該食物總熱量等於該再進食建議熱量。Another technical means of the present invention is that the calorie calculation unit further includes a basic metabolic calculation module connected to the calorie calculation module. The basic metabolic calculation module obtains a user's gender, age, height, and weight to calculate a basic metabolic rate, and calculates the user's re-eating recommended calorie based on the total calorie of the food. The basic metabolic rate minus the total calorie of the food is equal to the re-eating recommended calorie.

本發明的再一技術手段，是在於上述之該熱量計算單元更包括一與該熱量計算模組連接之基礎代謝計算模組，該基礎代謝計算模組具有一維持權重組件，及一減重權重組件，當該基礎代謝計算模組取得一使用者的性別、年齡、身高、體重並計算出一基礎代謝率時，可進一步有選擇性地將該基礎代謝率輸入該維持權重組件或該減重權重組件中，該基礎代謝計算模組選擇之該維持權重組件或該減重權重組件提供對應的建議攝取熱量。Another technical means of the present invention is that the above-mentioned calorie calculation unit further includes a basic metabolic calculation module connected to the calorie calculation module, and the basic metabolic calculation module has a maintenance weight component and a weight loss weight component. When the basic metabolic calculation module obtains a user's gender, age, height, and weight and calculates a basic metabolic rate, the basic metabolic rate can be further selectively input into the maintenance weight component or the weight loss weight component. The maintenance weight component or the weight loss weight component selected by the basic metabolic calculation module provides a corresponding recommended calorie intake.

本發明的又一技術手段，是在於上述之該基礎代謝計算模組更具有一生活習慣設定組件，該生活習慣設定組件用以針對使用者不同的生活習慣進行設定，該基礎代謝計算模組針對該生活習慣設定組件的設定提供對應的建議攝取熱量。Another technical means of the present invention is that the basic metabolic calculation module mentioned above further has a life habit setting component, and the life habit setting component is used to set according to different life habits of users, and the basic metabolic calculation module provides corresponding recommended calorie intake according to the setting of the life habit setting component.

本發明的另一技術手段，是在於上述之該資訊輸出單元包括一影像輸出模組、一聲音輸出模組，及一可與電腦裝置資訊連接的無線傳輸模組。Another technical means of the present invention is that the above-mentioned information output unit includes an image output module, a sound output module, and a wireless transmission module that can be connected to the computer device information.

本發明的再一技術手段，是在於上述之該重量輸入單元包括一底板、一設置於該底板的壓電元件及一設置於該壓電元件的承載板，該熱量計算模組與該壓電元件連接。Another technical means of the present invention is that the weight input unit includes a bottom plate, a piezoelectric element arranged on the bottom plate and a carrier plate arranged on the piezoelectric element, and the heat calculation module is connected to the piezoelectric element.

本發明之有益功效在於，該影像辨識模組及該聲音辨識模組可以自動分析該種類輸入單元所接收的影像或聲音的種類輸入資料，並且該重量輸入單元可以正確取得該食物的重量，以使該熱量計算裝置可以正確分析出該食物的食物總熱量，當該基礎代謝計算模組計算出使用者的基礎代謝率後，可以進一步以所取得的食物總熱量計算出使用者的再進食建議熱量。The beneficial effect of the present invention is that the image recognition module and the sound recognition module can automatically analyze the type input data of the image or sound received by the type input unit, and the weight input unit can correctly obtain the weight of the food, so that the calorie calculation device can correctly analyze the total calorie of the food. After the basic metabolic calculation module calculates the basic metabolic rate of the user, the user's re-eating recommended calorie can be further calculated based on the total calorie of the food.

有關本發明之相關申請專利特色與技術內容，在以下配合參考圖式之一個較佳實施例的詳細說明中，將可清楚地呈現。The related patent application features and technical contents of the present invention will be clearly presented in the following detailed description of a preferred embodiment with reference to the drawings.

參閱圖2、3，為本發明一種智慧型食物熱量計算裝置之一較佳實施例，該智慧型食物熱量計算裝置包含一熱量計算單元31、一種類輸入單元32、一重量輸入單元33及一資訊輸出單元34。2 and 3 , which are a preferred embodiment of an intelligent food calorie calculation device of the present invention, the intelligent food calorie calculation device comprises acalorie calculation unit 31 , atype input unit 32 , aweight input unit 33 and aninformation output unit 34 .

該熱量計算單元31包括一熱量計算模組311、一與該熱量計算模組311連接之食物種類資料庫312、一與該熱量計算模組311連接之食物熱量資料庫313、一與該熱量計算模組311連接之影像辨識模組314、一與該熱量計算模組311連接之聲音辨識模組315及一與該熱量計算模組311連接之基礎代謝計算模組316，其中，該熱量計算模組311、該影像辨識模組314、該聲音辨識模組315、及該基礎代謝計算模組316是一種微控制電路，該食物種類資料庫312及該食物熱量資料庫313是一種資料儲存電路，較佳地，該熱量計算單元31使用樹莓派(Raspberry Pi)作為主要硬體平台，但不以此為限，該食物種類資料庫312中儲存至少一食物種類，該食物熱量資料庫313中儲存對應該食物種類的至少一食物熱量，舉例來說，該食物種類資料庫312中儲存的食物種類包括蘋果、哈密瓜等食物的檢索資料，該食物熱量資料庫313中儲存的食物熱量包括蘋果100公克具有45大卡熱量、哈密瓜100公克具有31大卡熱量等熱量的檢索資料，其中，該食物種類資料庫312中儲存的食物種類不限制水果，更可以包含食物的基本介紹，不應以本較佳實施例的舉例為限。Thecalorie calculation unit 31 includes acalorie calculation module 311, afood category database 312 connected to thecalorie calculation module 311, afood calorie database 313 connected to thecalorie calculation module 311, animage recognition module 314 connected to thecalorie calculation module 311, asound recognition module 315 connected to thecalorie calculation module 311, and a 1 connected to the basicmetabolic calculation module 316, wherein thecalorie calculation module 311, theimage recognition module 314, thesound recognition module 315, and the basicmetabolic calculation module 316 are a microcontroller circuit, thefood category database 312 and thefood calorie database 313 are a data storage circuit, preferably, thecalorie calculation unit 31 uses a Raspberry Pi Pi) as the main hardware platform, but not limited to this, thefood category database 312 stores at least one food category, and thefood calorie database 313 stores at least one food calorie corresponding to the food category. For example, the food categories stored in thefood category database 312 include search data of foods such as apples and cantaloupes, and thefood calorie database 313 stores search data of calories such as 100 grams of apples having 45 calories and 100 grams of cantaloupes having 31 calories. Among them, the food categories stored in thefood category database 312 are not limited to fruits, and can also include basic introductions to foods, and should not be limited to the examples of this preferred embodiment.

較佳地，該種類輸入單元32為一影像輸入模組321，實際實施時，該種類輸入單元32選自於一影像輸入模組321、一聲音輸入模組322、一文字輸入模組323的其中之一及其組合，不應以此為限，該影像輸入模組321為攝影機，該聲音輸入模組322為麥克風，該文字輸入模組323為鍵盤、滑鼠等設備，該種類輸入單元32與該熱量計算模組311連接，用以使該熱量計算模組311取得一種類輸入資料，該種類輸入資料可為影像資訊、聲音資訊及/或文字資訊，該熱量計算模組311依據該種類輸入資料於該食物種類資料庫312檢索對應食物A的食物種類，並依據取得的食物種類檢索出相對應的食物熱量。Preferably, thetype input unit 32 is animage input module 321. In actual implementation, thetype input unit 32 is selected from one of animage input module 321, asound input module 322, and atext input module 323, and a combination thereof, but should not be limited thereto. Theimage input module 321 is a camera, thesound input module 322 is a microphone, and thetext input module 323 is a keyboard, a mouse, etc. Thetype input unit 32 is connected to thecalorie calculation module 311, so that thecalorie calculation module 311 obtains a type of input data, and the type of input data can be image information, sound information and/or text information. Thecalorie calculation module 311 searches for the food type corresponding to the food A in thefood type database 312 according to the type of input data, and retrieves the corresponding food calories according to the obtained food type.

該影像辨識模組314為一種深度學習模型，用以辨識影像中物品的外觀特徵，該食物種類資料庫312中儲存的食物種類具有外觀特徵，以提供該熱量計算模組311以外觀特徵進行該食物種類的檢索，其中，是使用OpenCV進行圖像處理，再透過深度學習模型進行水果種類的辨識，於所述深度學習模型的訓練方面是使用了公開的水果數據集(Fruits-360)，並將其劃分為訓練集和驗證集，最終再將所述深度學習模型的結果部署至該影像辨識模組314中，該熱量計算模組311將該影像輸入模組321的影像數位化並提供該影像辨識模組314分析外觀特徵，並以外觀特徵進行檢索以取得對應的食物種類，藉以實現食物A的即時辨識功能。Theimage recognition module 314 is a deep learning model for identifying the appearance features of objects in the image. The food types stored in thefood type database 312 have appearance features, so as to provide thecalorie calculation module 311 with the appearance features to search for the food types. The image processing is performed using OpenCV, and the fruit types are then identified through the deep learning model. The public The fruit dataset (Fruits-360) is obtained and divided into a training set and a validation set. Finally, the result of the deep learning model is deployed in theimage recognition module 314. Thecalorie calculation module 311 digitizes the image of theimage input module 321 and provides theimage recognition module 314 with appearance features for analysis. The appearance features are then retrieved to obtain the corresponding food category, thereby realizing the real-time recognition function of food A.

該食物種類資料庫312中儲存的食物種類具有聲音特徵，以提供該熱量計算模組311以聲音特徵進行該食物種類的檢索，較佳地，該聲音辨識模組315可以使用網路所提供的智能語音交談功能(例如ChatGPT)，但不以此為限，該熱量計算模組311將該影像輸入模組321的聲音數位化並提供該聲音辨識模組315分析出聲音特徵，該熱量計算模組311聲音特徵進一步檢索以取得對應的食物種類，並藉以實現食物A的即時辨識功能。The food types stored in thefood type database 312 have sound characteristics, so as to provide thecalorie calculation module 311 with the sound characteristics to search for the food types. Preferably, thesound recognition module 315 can use the intelligent voice conversation function (such as ChatGPT) provided by the network, but not limited to this. Thecalorie calculation module 311 digitizes the sound of theimage input module 321 and provides thesound recognition module 315 with the sound characteristics analyzed. Thecalorie calculation module 311 further searches the sound characteristics to obtain the corresponding food types, thereby realizing the real-time recognition function of food A.

值得一提的是，該食物種類資料庫312不單只有儲存複數的食物種類，更儲存了每一食物種類的狀態資料，所述狀態資料包括成熟狀態、加工狀態等，該食物種類資料庫中儲存的食物種類及狀態資料分別具有聲音特徵，而該食物熱量資料庫313中儲存的食物熱量也對應著上述熟狀態及加工狀態，該聲音辨識模組315可以辨識出儲存於該食物種類資料庫312中之食物種類、成熟狀態及加工狀態，以使該熱量計算模組311取得食物熱量並計算出食物總熱量，舉例來說，當使用者使用語音說出「一顆非常成熟的芒果150克」，該聲音辨識模組315從該聲音輸入模組322、食物種類資料庫312及該食物熱量資料庫313取得「食物種類：芒果，食物狀態：非常成熟，食物重量：150克，食物熱量：100公克60大卡」，接著該熱量計算模組311依據上述條件計算出食物總熱量為90大卡，當使用者使用語音說出「一顆剛剛成熟的芒果150克」，該聲音辨識模組315從該聲音輸入模組322、食物種類資料庫312及該食物熱量資料庫313取得「食物種類：芒果，食物狀態：剛剛成熟，食物重量：150克，食物熱量：100公克40大卡」，接著該熱量計算模組311依據上述條件計算出食物總熱量為60大卡，當使用者使用語音說出「一份芒果乾50克」，該聲音辨識模組315從該聲音輸入模組322、食物種類資料庫312及該食物熱量資料庫313取得「食物種類：芒果，食物狀態：乾燥狀態，食物重量：50克，食物熱量：100公克350大卡」，接著該熱量計算模組311依據上述條件計算出食物總熱量為175大卡。It is worth mentioning that thefood category database 312 not only stores a plurality of food categories, but also stores the state data of each food category, the state data including the ripe state, the processed state, etc. The food category and state data stored in the food category database have sound characteristics, respectively, and the food calories stored in thefood calorie database 313 also correspond to the above-mentioned ripe state and the processed state. Thesound recognition module 315 can recognize the food category stored in thefood category database 312. The food type, maturity state and processing state are recorded in thefood type database 312, so that thecalorie calculation module 311 can obtain the food calorie and calculate the total calorie of the food. For example, when the user uses voice to say "a very ripe mango 150 grams", thevoice recognition module 315 obtains "food type: mango, food state: very ripe, food weight: 150 grams, food calorie: 100 grams 60 calories" from thevoice input module 322, thefood type database 312 and thefood calorie database 313. , then thecalorie calculation module 311 calculates the total calorie of the food as 90 kcal according to the above conditions. When the user uses voice to say "a freshly ripe mango 150 grams", thevoice recognition module 315 obtains "food type: mango, food state: freshly ripe, food weight: 150 grams, food calorie: 100 grams 40 kcal" from thevoice input module 322, thefood type database 312 and thefood calorie database 313. Then thecalorie calculation module 311 calculates the total calorie of the food as 90 kcal according to the above conditions. The above conditions calculate that the total calories of the food is 60 kcal. When the user uses voice to say "a serving of dried mango 50 grams", thevoice recognition module 315 obtains "food type: mango, food state: dried state, food weight: 50 grams, food calories: 100 grams 350 kcal" from thevoice input module 322, thefood type database 312 and thefood calorie database 313. Then thecalorie calculation module 311 calculates the total calories of the food as 175 kcal according to the above conditions.

除此之外，當該影像辨識模組314辨識出食物種類時，使用者可利用語音對該食物種類附加食物狀態，舉例來說，該影像辨識模組314分析出該影像輸入模組321所拍攝的食物種類是芒果，該重量輸入單元取得的重量輸入資料為150克，使用者利用語音說出狀態資料為非常成熟，該熱量計算模組311依據上述條件計算出食物總熱量為90大卡，實際實施時，該食物種類資料庫312中儲存的食物種類及狀態資料分別具有影像特徵，該影像辨識模組314不僅可以辨識出食物種類，也能夠依據色澤辨識出食物狀態，藉此使該熱量計算模組311自動計算出食物總熱量，當然也可以不使用該影像辨識模組314就可以取得食物狀態，不應以此為限。In addition, when theimage recognition module 314 recognizes the type of food, the user can use voice to add the food status to the food type. For example, theimage recognition module 314 analyzes that the type of food photographed by theimage input module 321 is mango, the weight input data obtained by the weight input unit is 150 grams, and the user uses voice to say that the status data is very ripe. Thecalorie calculation module 311 calculates the food status according to the above conditions. The total calorie content of the food is 90 kcal. In actual implementation, the food category and status data stored in thefood category database 312 have image features. Theimage recognition module 314 can not only identify the food category, but also identify the food status based on the color, so that thecalorie calculation module 311 can automatically calculate the total calorie content of the food. Of course, the food status can be obtained without using theimage recognition module 314, and this should not be limited to this.

發明人要強調的是，由於有一些食物在加工後，形狀特徵大幅改變，導致該影像辨識模組314無法辨識出食物種類，因此該聲音辨識模組315可利用該聲音輸入模組322及該聲音輸出模組343與使用者互動而取得食物種類及食物狀態，舉例來說，當使用者於該重量輸入單元33上放置芒果乾，但是該影像辨識模組314無法直接辨識出片狀且皺褶的芒果乾，此時，該聲音辨識模組315可先利用該聲音輸出模組343輸出「無法辨食物，請說出食物的種類」的聲音資訊並等待使用者的回應，當使用者說出「芒果乾」的語音時，該聲音辨識模組315就可以將「芒果」之食物種類及「果乾」之食物狀態傳輸給該熱量計算模組311，該熱量計算模組311會依據該食物種類資料庫312中的食物種類、狀態及該重量輸入單元33，或者是直接口述、文字輸入條件，於該食物熱量資料庫313中新增一筆食物熱量的資料，之後再利用所取得的條件計算出食物總熱量。The inventor would like to emphasize that, since some foods have greatly changed shape characteristics after processing, theimage recognition module 314 cannot recognize the type of food. Therefore, thesound recognition module 315 can use thesound input module 322 and thesound output module 343 to interact with the user to obtain the type and state of food. For example, when the user places dried mango on theweight input unit 33, but theimage recognition module 314 cannot directly recognize the flake and wrinkled dried mango, at this time, thesound recognition module 315 can first use thesound output module 343 to output "cannot recognize the dried mango". Thevoice recognition module 315 receives the voice information of "identify food, please tell me the type of food" and waits for the user's response. When the user tells the voice "dried mango", thevoice recognition module 315 can transmit the food type of "mango" and the food status of "dried fruit" to thecalorie calculation module 311. Thecalorie calculation module 311 will add a new food calorie data to thefood calorie database 313 according to the food type, status andweight input unit 33 in thefood type database 312, or directly orally or text input conditions, and then calculate the total calorie of the food using the obtained conditions.

該食物種類資料庫312中儲存的食物種類具有文字特徵，以提供該熱量計算模組311以文字特徵進行該食物種類的檢索，實際實施時，該影像辨識模組314可以從影像分析出對應食物的文字特徵，該聲音辨識模組315可以從聲音分析出對應食物A的文字特徵，該熱量計算模組311以文字特徵進行該食物種類的檢索，不應以此為限。The food types stored in thefood type database 312 have text features, so as to provide thecalorie calculation module 311 with text features to search for the food types. In actual implementation, theimage recognition module 314 can analyze the text features of the corresponding food from the image, and thesound recognition module 315 can analyze the text features of the corresponding food A from the sound. Thecalorie calculation module 311 searches for the food types with text features, but this should not be limited to this.

該重量輸入單元33是一種電子磅秤，較佳地，該重量輸入單元33包括一底板331、一設置於該底板331的壓電元件332及一設置於該壓電元件332的承載板333，該承載板333承重後會使該壓電元件332產生壓降，該重量輸入單元33之壓電元件332與該熱量計算模組311連接，用以取得壓降並對應出一重量輸入資料，該熱量計算模組311依據上述檢索所得到的食物熱量及該重量輸入資料計算出一食物總熱量。Theweight input unit 33 is an electronic scale. Preferably, theweight input unit 33 includes abottom plate 331, a piezoelectric element 332 disposed on thebottom plate 331, and a supporting plate 333 disposed on the piezoelectric element 332. When the supporting plate 333 bears a weight, the piezoelectric element 332 will generate a pressure drop. The piezoelectric element 332 of theweight input unit 33 is connected to thecalorie calculation module 311 to obtain the pressure drop and correspond to a weight input data. Thecalorie calculation module 311 calculates a total food calorie based on the food calorie obtained by the above retrieval and the weight input data.

舉例來說，使用者在該重量輸入單元33上放上一顆蘋果(食物A)，該影像輸入模組321將影像資料傳輸至該熱量計算模組311，該熱量計算模組311將影像資料數位化並交由該影像辨識模組314進行分析以取得外觀特徵，該熱量計算模組311依據外觀特徵至該食物種類資料庫312檢索出蘋果的食物種類，同時由該食物熱量資料庫313取得蘋果的食物熱量，接著，該重量輸入單元33將蘋果的重量輸入資料傳輸至該熱量計算模組311，最後該熱量計算模組311依據蘋果的種類、單位重量的熱量、偵測重量計算出該蘋果的食物總熱量。For example, the user puts an apple (food A) on theweight input unit 33, theimage input module 321 transmits the image data to thecalorie calculation module 311, thecalorie calculation module 311 digitizes the image data and sends it to theimage recognition module 314 for analysis to obtain the appearance characteristics, thecalorie calculation module 311 retrieves the food type of the apple from thefood type database 312 according to the appearance characteristics, and obtains the food calorie of the apple from thefood calorie database 313, then, theweight input unit 33 transmits the weight input data of the apple to thecalorie calculation module 311, and finally thecalorie calculation module 311 calculates the total food calorie of the apple according to the type of apple, the calorie per unit weight, and the detected weight.

其中，該影像辨識模組314對應該影像輸入模組321，該聲音辨識模組315對應該聲音輸入模組322，當該種類輸入單元32未設置該影像輸入模組321時，該熱量計算單元31不需要設置該影像辨識模組314，當該種類輸入單元32未設置該聲音輸入模組322時，該熱量計算單元31不需要設置該聲音辨識模組315，不應以本較佳實施例的舉例為限。Among them, theimage recognition module 314 corresponds to theimage input module 321, and thesound recognition module 315 corresponds to thesound input module 322. When thetype input unit 32 is not equipped with theimage input module 321, thecalorie calculation unit 31 does not need to be equipped with theimage recognition module 314. When thetype input unit 32 is not equipped with thesound input module 322, thecalorie calculation unit 31 does not need to be equipped with thesound recognition module 315. This should not be limited to the examples of this preferred embodiment.

該資訊輸出單元34與該熱量計算模組311連接，該熱量計算模組311控制該資訊輸出單元34輸出該食物總熱量，較佳地，該資訊輸出單元34包括一影像輸出模組341，實際實施時，該資訊輸出單元34選自於一影像輸出模組341、一無線傳輸模組342、一聲音輸出模組343的其中之一及其組合，不應以此為限，該影像輸出模組341是一種可以輸出畫面的螢幕，該聲音輸出模組343是一種可以輸出聲音的喇叭，該無線傳輸模組342是一種可以傳輸無線資料的WiFi電路，但不以此為為限，該無線傳輸模組342與一電腦裝置B資訊連接，較佳地，該電腦裝置B是一種智慧型通訊裝置(例如手機)，以提供遠端操控同時顯示資料的功能。Theinformation output unit 34 is connected to thecalorie calculation module 311, and thecalorie calculation module 311 controls theinformation output unit 34 to output the total calorie of the food. Preferably, theinformation output unit 34 includes animage output module 341. In actual implementation, theinformation output unit 34 is selected from one of animage output module 341, awireless transmission module 342, and asound output module 343, and a combination thereof, but should not be limited thereto. Theimage output module 341 is a screen that can output images, thesound output module 343 is a speaker that can output sounds, and thewireless transmission module 342 is a WiFi circuit that can transmit wireless data, but is not limited to this. Thewireless transmission module 342 is informationally connected to a computer device B. Preferably, the computer device B is a smart communication device (such as a mobile phone) to provide the function of remote control and simultaneous data display.

該基礎代謝計算模組316取得一使用者的性別、年齡、身高、體重以計算出一基礎代謝率，較佳地，該熱量計算單元31更包括一與該熱量計算模組311連接的鍵盤317，使用者可以利用該鍵盤317將性別、年齡、身高、體重等資料傳輸至該基礎代謝計算模組316中，實際實施時，該鍵盤317可以與該文字輸入模組323結合，不應以此為限。The basicmetabolic calculation module 316 obtains a user's gender, age, height, and weight to calculate a basic metabolic rate. Preferably, thecalorie calculation unit 31 further includes akeyboard 317 connected to thecalorie calculation module 311. The user can use thekeyboard 317 to transmit data such as gender, age, height, and weight to the basicmetabolic calculation module 316. In actual implementation, thekeyboard 317 can be combined with thetext input module 323, but should not be limited to this.

該基礎代謝計算模組316依據該熱量計算模組311所取得的食物總熱量，再計算出該使用者的一再進食建議熱量，其中，該基礎代謝率減該食物總熱量等於該再進食建議熱量，基礎代謝率(BMR)是指在適當溫度環境中，身體以休息狀態下所消耗的能量，即每日所需的熱量，其中並不包括任何運動或食物消化所消耗的熱量，透過該再進食建議熱量，使用者能可以得知於攝取該食物後身體還需再攝取多少熱量，以幫助使用者維持身體健康，舉例來說，一種食物A為哈密瓜，100公克具有31大卡的熱量，一顆2公斤的哈密瓜的食物總熱量為20*31=620大卡，一位40歲男性，身高180公分，體重70公斤，所對應的基礎代謝率(BMR)為1688，因此該使用者食用該哈密瓜後的再進食建議熱量為1688-620=1068大卡(千卡)。The basicmetabolic calculation module 316 calculates the user's re-eating recommended calories based on the total calories of the food obtained by thecalorie calculation module 311, wherein the basic metabolic rate minus the total calories of the food equals the re-eating recommended calories. The basic metabolic rate (BMR) refers to the energy consumed by the body in a resting state in an appropriate temperature environment, that is, the daily calories required, which does not include any calories consumed by exercise or food digestion. Through the re-eating recommended calories, the user can know the amount of calories consumed by taking the food. How much calories does the body need to consume after eating to help the user maintain good health. For example, food A is Hami melon, 100 grams of which has 31 calories. The total calories of a 2 kg Hami melon is 20*31=620 calories. A 40-year-old male, 180 cm tall, 70 kg in weight, has a basal metabolic rate (BMR) of 1688. Therefore, the recommended calorie intake after the user eats the Hami melon is 1688-620=1068 calories (kcal).

除此之外，該基礎代謝計算模組316具有一維持權重組件3161、一減重權重組件3162，及一生活習慣設定組件3163，該維持權重組件3161主要的目的是提供使用者選擇一種維持體態模式，該減重權重組件3162主要的目的是提供使用者選擇一種減重模式，該生活習慣設定組件3163主要的目的是提供使用者選擇不同的生活習慣，所述維持體態模式下所提供的建議攝取熱量讓使用者容易維持身材，所述減重模式下所提供的建議攝取熱量讓使用者容易減重，所述不同的生活習慣包括不運動狀態M、低度運動狀態N、中度運動狀態X、有氧運動狀態Y、劇烈運動狀態Z。In addition, the basicmetabolic calculation module 316 has amaintenance weight component 3161, a weightloss weight component 3162, and alifestyle setting component 3163. Themaintenance weight component 3161 mainly aims to provide the user with a choice of a body shape maintenance mode, the weightloss weight component 3162 mainly aims to provide the user with a choice of a weight loss mode, and thelifestyle setting component 3163 mainly aims to provide the user with a choice of different lifestyle habits. The recommended calorie intake provided in the body shape maintenance mode allows the user to easily maintain his/her figure, and the recommended calorie intake provided in the weight loss mode allows the user to easily lose weight. The different lifestyle habits include a non-exercise state M, a low-intensity exercise state N, a moderate-intensity exercise state X, an aerobic exercise state Y, and an intense-intensity exercise state Z.

舉例來說，使用者於該基礎代謝計算模組316中選擇維持權重組件3161，並且當生活習慣設定組件3163設定為一周中都處於不運動狀態M時建議攝取熱量為BMR*1.2，當生活習慣設定組件3163設定為一周中處於低度運動狀態N(走路)1-3天時建議攝取熱量為BMR*1.375，當生活習慣設定組件3163設定為一周中處於中度運動狀態X(騎腳踏車)3-5天時建議攝取熱量為BMR*1.55，當生活習慣設定組件3163設定為一周中處於有氧運動狀態Y(慢跑)6-7天時建議攝取熱量為BMR*1.72，當生活習慣設定組件3163設定為一周中處於劇烈運動狀態(無氧重訓或勞力工作)6-7天時建議攝取熱量為BMR*1.9；另外使用者於該基礎代謝計算模組316選擇減重權重組件3162時，對比上述維持權重組件3161所建議的攝取熱量依據比例減少，舉例來說，當生活習慣設定組件3163設定為一周中都處於不運動狀態M時建議攝取熱量為BMR*0.95，當生活習慣設定組件3163設定為一周中處於低度運動狀態N(走路)1-3天時建議攝取熱量為BMR*1.15，當生活習慣設定組件3163設定為一周中處於中度運動狀態X(騎腳踏車)3-5天時建議攝取熱量為BMR*1.32，當生活習慣設定組件3163設定為一周中處於有氧運動狀態Y(慢跑或有氧)6-7天時建議攝取熱量為BMR*1.45，當生活習慣設定組件3163設定為一周中處於劇烈運動狀態(無氧重訓或勞力工作)6-7天時建議攝取熱量為BMR*1.75，實際實施時，該基礎代謝計算模組316中所設定之該維持權重組件3161、該減重權重組件3162，及該生活習慣設定組件3163中所設定的參數，應以實際狀況進行調整，不應以此為限。For example, the user selects theweight maintenance component 3161 in the basicmetabolic calculation module 316, and when thelifestyle setting component 3163 is set to be in the inactive state M for a week, the recommended calorie intake is BMR*1.2, when thelifestyle setting component 3163 is set to be in the low-intensity exercise state N (walking) for 1-3 days a week, the recommended calorie intake is BMR*1.375, when thelifestyle setting component 3163 is set to be in the moderate-intensity exercise state X (riding a bicycle) for 3-5 days a week, the recommended calorie intake is When thelifestyle setting component 3163 is set to aerobic exercise state Y (jogging) for 6-7 days in a week, the recommended calorie intake is BMR*1.72. When thelifestyle setting component 3163 is set to vigorous exercise state (anaerobic weight training or hard work) for 6-7 days in a week, the recommended calorie intake is BMR*1.9. In addition, when the user selects the weightloss weight component 3162 in the basicmetabolic calculation module 316, the calorie intake recommended by theweight maintenance component 3161 is reduced in proportion. For example, when thelifestyle setting component 3163 is set to be in the inactive state M for a week, the recommended calorie intake is BMR*0.95; when thelifestyle setting component 3163 is set to be in the low-intensity exercise state N (walking) for 1-3 days a week, the recommended calorie intake is BMR*1.15; when thelifestyle setting component 3163 is set to be in the moderate-intensity exercise state X (riding a bicycle) for 3-5 days a week, the recommended calorie intake is BMR*1.32; when thelifestyle setting component 3163 is set to be in the moderate-intensity exercise state X (riding a bicycle) for 3-5 days a week, the recommended calorie intake is BMR*1.32. The recommended calorie intake for 6-7 days in aerobic exercise state Y (jogging or aerobic) is BMR*1.45. When thelifestyle setting component 3163 is set to be in a vigorous exercise state (anaerobic weight training or hard work) for 6-7 days in a week, the recommended calorie intake is BMR*1.75. In actual implementation, the parameters set in themaintenance weight component 3161, the weightloss weight component 3162, and thelifestyle setting component 3163 set in the basicmetabolic calculation module 316 should be adjusted according to the actual situation and should not be limited to this.

由上述說明可知，本發明一種智慧型食物熱量計算裝置確實具有下列功效：From the above description, it can be seen that the intelligent food calorie calculation device of the present invention has the following effects:

一、可以自動辨識食物種類： 該種類輸入單元32可以依據設置的設備，將影像、聲音及/或文字傳輸至該熱量計算模組311，該熱量計算模組311依據影像特徵、聲音特徵及/或文字特徵至該食物種類資料庫312檢索出對應的食物種類，藉以實現食物A的即時辨識功能。1. Automatically identify food types:Thetype input unit 32 can transmit images, sounds and/or texts to thecalorie calculation module 311 according to the set equipment. Thecalorie calculation module 311 retrieves the corresponding food types from thefood type database 312 according to the image features, sound features and/or text features, so as to realize the real-time identification function of food A.

二、可以精準取得食物的熱量： 該重量輸入單元33可以正確取得放置之食物A的重量，用以避免因為食物A之大小或重量差異所造成的計算誤差，並且該熱量計算單元31還另外藉由檢索分析所得之食物種類及食物熱量，精準計算並取得該食物A的食物總熱量。2. Accurately obtain the calorie content of food:Theweight input unit 33 can accurately obtain the weight of the placed food A to avoid calculation errors caused by the size or weight difference of food A. In addition, thecalorie calculation unit 31 can also accurately calculate and obtain the total calorie content of food A by searching and analyzing the food types and food calories.

三、可以建議使用者的攝取熱量： 續上所述，由於該熱量計算單元31配合該重量輸入單元33可以正確取得食物總熱量，加上該基礎代謝計算模組316可以依據使用者的設定，以該使用者的每日所需攝取的熱量(基礎代謝率)，進一步計算出該再進食建議熱量，提供使用者最佳的每日攝取熱量。3. Recommended calorie intake for the user:Continuing from the above, since thecalorie calculation unit 31 cooperates with theweight input unit 33 to correctly obtain the total calorie intake of food, and the basicmetabolic calculation module 316 can further calculate the recommended calorie intake based on the user's daily calorie intake (basic metabolic rate) according to the user's settings, and provide the user with the best daily calorie intake.

綜上所述，由於該影像輸入模組321與該影像辨識模組314可以自動辨識出影像中食物A的種類，以及該重量輸入單元33可以取得正確的重量輸入資料，因此該熱量計算模組311可以自動計算出該食物A的食物總熱量，除此之外，該基礎代謝計算模組316可以依據使用者的基礎代謝率及該食物A的食物總熱量，進一步計算出該使用者的再進食建議熱量，讓該使用者可以限制食物A的熱量攝取，故確實可以達成本發明之目的。In summary, since theimage input module 321 and theimage recognition module 314 can automatically identify the type of food A in the image, and theweight input unit 33 can obtain the correct weight input data, thecalorie calculation module 311 can automatically calculate the total calorie content of the food A. In addition, the basicmetabolic calculation module 316 can further calculate the user's recommended calorie content for re-eating based on the user's basic metabolic rate and the total calorie content of the food A, so that the user can limit the calorie intake of food A, so the purpose of the present invention can be achieved.

惟以上所述者，僅為本發明之一個較佳實施例而已，當不能以此限定本發明實施之範圍，即大凡依本發明申請專利範圍及發明說明內容所作之簡單的等效變化與修飾，皆仍屬本發明專利涵蓋之範圍內。However, what is described above is only a preferred embodiment of the present invention and should not be used to limit the scope of implementation of the present invention. In other words, any simple equivalent changes and modifications made according to the scope of the patent application of the present invention and the content of the invention description are still within the scope of the present patent.

20:點餐裝置A:食物B:電腦裝置M:不運動狀態N:低度運動狀態X:中度運動狀態Y:有氧運動狀態Z:劇烈運動狀態31:熱量計算單元311:熱量計算模組312:食物種類資料庫313:食物熱量資料庫314:影像辨識模組315:聲音辨識模組316:基礎代謝計算模組3161:維持權重組件3162:減重權重組件3163:生活習慣設定組件317:鍵盤32:種類輸入單元321:影像輸入模組322:聲音輸入模組323:文字輸入模組33:重量輸入單元331:底板332:壓電元件333:承載板34:資訊輸出單元341:影像輸出模組342:無線傳輸模組343:聲音輸出模組20: Ordering deviceA: FoodB: Computer deviceM: No exerciseN: Low exerciseX: Moderate exerciseY: Aerobic exerciseZ: Vigorous exercise31: Calorie calculation unit311: Calorie calculation module312: Food category database313: Food calorie database314: Image recognition module315: Voice recognition module316: Basic metabolic calculation module3161: Restructuring of maintenance rights Components3162: Weight loss component3163: Lifestyle setting component317: Keyboard32: Category input unit321: Image input module322: Sound input module323: Text input module33: Weight input unit331: Bottom plate332: Piezoelectric element333: Carrier plate34: Information output unit341: Image output module342: Wireless transmission module343: Sound output module

圖1是一裝置示意圖，為中華民國證書號M616323，說明一種計算營養標示之點餐裝置； 圖2是一裝置設置示意圖，為本發明一種智慧型食物熱量計算裝置之一較佳實施例，說明該智慧型食物熱量計算裝置的設置態樣；及 圖3是一功能模組示意圖，說明於該較佳實施例中，各個功能模組的設置狀態。FIG1 is a schematic diagram of a device, which is the Republic of China certificate number M616323, illustrating a meal ordering device for calculating nutritional labels;FIG2 is a schematic diagram of a device setting, which is a preferred embodiment of a smart food calorie calculation device of the present invention, illustrating the setting state of the smart food calorie calculation device; andFIG3 is a schematic diagram of a functional module, illustrating the setting state of each functional module in the preferred embodiment.

A:食物A: Food

31:熱量計算單元31: Heat calculation unit

317:鍵盤317:Keyboard

32:種類輸入單元32: Type input unit

33:重量輸入單元33:Weight input unit

331:底板331: Base plate

332:壓電元件332: Piezoelectric components

333:承載板333:Carrying plate

34:資訊輸出單元34: Information output unit

341:影像輸出模組341: Image output module

Claims (7)

Translated fromChinese

一種智慧型食物熱量計算裝置，包含：一熱量計算單元，包括一熱量計算模組、一與該熱量計算模組連接之食物種類資料庫、一與該熱量計算模組連接之食物熱量資料庫，及一與該熱量計算模組連接之基礎代謝計算模組，該食物種類資料庫中儲存至少一食物種類，該食物熱量資料庫中儲存對應該食物種類的至少一食物熱量，該基礎代謝計算模組取得一使用者的性別、年齡、身高及體重以計算出一基礎代謝率；一種類輸入單元，與該熱量計算模組連接，用以取得一種類輸入資料，該熱量計算模組依據該種類輸入資料於該食物種類資料庫檢索食物種類並取得相關的食物熱量；一重量輸入單元，與該熱量計算模組連接，用以取得一重量輸入資料，該熱量計算模組依據檢索得到的食物熱量及該重量輸入資料計算出一食物總熱量；及一資訊輸出單元，與該熱量計算模組連接，該熱量計算模組控制該資訊輸出單元輸出該食物總熱量；該基礎代謝計算模組具有一維持權重組件，及一減重權重組件，該基礎代謝計算模組分別將該基礎代謝率輸入該維持權重組件，及該減重權重組件中以提供對應的建議攝取熱量，其中，該維持權重組件提供之建議攝取熱量大於該減重權重組件提供之建議攝取熱量；該基礎代謝計算模組更具有一生活習慣設定組件，該生活習慣設定組件針對該使用者不同的生活習慣進行設定，該基礎代謝計算模組依據該生活習慣設定組件的設定提供對應的建議攝取熱量，其中，該生活習慣設定組件中設定的生活習慣包括不運動狀態、低度運動狀態、中度運動狀態、有氧運動狀態及劇烈運動狀態的其中之一，且該基礎代謝計算模組可依據該食物總熱量計算該使用者的一再進食建議熱量，該基礎代謝率熱量減去該食物總熱量等於該再進食建議熱量。A smart food calorie calculation device comprises: a calorie calculation unit, including a calorie calculation module, a food category database connected to the calorie calculation module, a food calorie database connected to the calorie calculation module, and a basic metabolic calculation module connected to the calorie calculation module, wherein the food category database stores at least one food category, the food calorie database stores at least one food calorie corresponding to the food category, and the basic metabolic calculation module obtains a user's gender, age, height and weight to calculate a basic metabolic rate; a type input unit connected to the calorie calculation module to obtain a type of input data, the calorie calculation module searches for food types in the food type database according to the type input data and obtains the relevant food calories; a weight input unit connected to the calorie calculation module to obtain a weight input data, the calorie calculation module calculates a total food calorie according to the retrieved food calories and the weight input data; and an information output unit connected to the calorie calculation module. The basic metabolic calculation module controls the information output unit to output the total calories of the food; the basic metabolic calculation module has a weight maintenance component and a weight loss component, and the basic metabolic calculation module inputs the basic metabolic rate into the weight maintenance component and the weight loss component to provide corresponding recommended calorie intake, wherein the recommended calorie intake provided by the weight maintenance component is greater than the recommended calorie intake provided by the weight loss component; the basic metabolic calculation module further has a life habit setting component, and the life habit setting component is for the user The basic metabolic calculation module provides corresponding recommended calorie intake according to the setting of the life habit setting component, wherein the life habits set in the life habit setting component include one of no exercise state, low exercise state, moderate exercise state, aerobic exercise state and intense exercise state, and the basic metabolic calculation module can calculate the user's re-eating recommended calorie according to the total calorie of the food, and the basic metabolic rate calorie minus the total calorie of the food is equal to the re-eating recommended calorie.如請求項1所述智慧型食物熱量計算裝置，其中，該種類輸入單元包括一影像輸入模組，該熱量計算單元更包括一與該熱量計算模組連接之影像辨識模組。As described in claim 1, the intelligent food calorie calculation device, wherein the type input unit includes an image input module, and the calorie calculation unit further includes an image recognition module connected to the calorie calculation module.如請求項2所述智慧型食物熱量計算裝置，其中，該影像辨識模組為一種深度學習模型，用以辨識影像中物品的外觀特徵，該食物種類資料庫中儲存的食物種類具有外觀特徵，以提供該熱量計算模組以外觀特徵進行該食物種類的檢索。As described in claim 2, the intelligent food calorie calculation device, wherein the image recognition module is a deep learning model for identifying the appearance features of objects in the image, and the food types stored in the food type database have appearance features, so as to provide the calorie calculation module with the appearance features to search for the food types.如請求項1所述智慧型食物熱量計算裝置，其中，該種類輸入單元包括一聲音輸入模組，該熱量計算單元更包括一與該熱量計算模組連接之聲音辨識模組，該食物種類資料庫中更儲存了該食物種類的狀態資料，該食物種類資料庫中儲存的食物種類及狀態資料分別具有聲音特徵，以提供該熱量計算模組以聲音特徵進行該食物種類及該狀態資料的檢索。As described in claim 1, the intelligent food calorie calculation device, wherein the category input unit includes a sound input module, the calorie calculation unit further includes a sound recognition module connected to the calorie calculation module, the food category database further stores the state data of the food category, and the food category and state data stored in the food category database respectively have sound characteristics, so as to provide the calorie calculation module with the sound characteristics to retrieve the food category and the state data.如請求項1所述智慧型食物熱量計算裝置，其中，該種類輸入單元包括一文字輸入模組，該食物種類資料庫中儲存的食物種類具有文字特徵，以提供該熱量計算模組以文字特徵進行該食物種類的檢索。As described in claim 1, the intelligent food calorie calculation device, wherein the category input unit includes a text input module, and the food categories stored in the food category database have text features, so as to provide the calorie calculation module with text features to search for the food category.如請求項1所述智慧型食物熱量計算裝置，其中，該資訊輸出單元包括一影像輸出模組、一聲音輸出模組，及一可與電腦裝置資訊連接的無線傳輸模組。As described in claim 1, the intelligent food calorie calculation device, wherein the information output unit includes an image output module, a sound output module, and a wireless transmission module that can be connected to the computer device information.如請求項1所述智慧型食物熱量計算裝置，其中，該重量輸入單元包括一底板、一設置於該底板的壓電元件，及一設置於該壓電元件的承載板，該熱量計算模組與該壓電元件連接。As described in claim 1, the intelligent food calorie calculation device, wherein the weight input unit includes a bottom plate, a piezoelectric element disposed on the bottom plate, and a carrier plate disposed on the piezoelectric element, and the calorie calculation module is connected to the piezoelectric element.

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