Use Gemini Flash to Analyze the Video

Yucheng Wang
8 min readJun 5, 2024

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Introduction

Google Gemini 1.5 Flash is a lightweight version of the Gemini AI model designed for speed and efficiency. Part of Google’s broader Gemini family, which includes models like Gemini Ultra, Pro, and Nano, the 1.5 Flash variant is optimized to handle high-volume, high-frequency tasks efficiently. It features a long context window of up to one million tokens, which is particularly useful for processing extensive documents, code, audio, and video.

The model excels in applications such as summarization, chat interactions, image and video captioning, and data extraction. Despite being a lighter model, it retains strong multimodal reasoning capabilities, enabling it to integrate and process various types of information simultaneously. This makes it suitable for a wide range of use cases that require quick and reliable AI responses.

Google has developed Gemini 1.5 Flash through a process called “distillation,” where essential knowledge from a larger, more complex model (1.5 Pro) is transferred to create a smaller, more efficient model. This approach ensures that the 1.5 Flash remains highly capable while being more cost-effective and faster to deploy. We can find the Gemini 1.5 Flash test result here.

The leaderboard on the LMSYS chat platform ranks various AI models based on their performance. It lists the top models, their ranks, scores, and other metrics indicating their capabilities in generating human-like text. The leaderboard provides insights into the relative strengths of different models in natural language processing tasks. For more detailed information, you can visit the LMSYS leaderboard and find Gemini 1.5 Flash as the rank 9.

Incorporating large language models into our daily lives is essential. Google’s Gemini 1.5 Flash, a multimodal AI model, enhances functionality with its advanced speed and efficiency. It excels in tasks like summarization, chat interactions, image and video captioning, and data extraction from long documents. Its long context window and multimodal reasoning capabilities allow it to handle diverse types of information simultaneously, making it a powerful tool for various applications.

How to use

Open Google AI and Choose Gemini 1.5 Flash as the current Model. We can use Audio, Image, or Video as a Multimodal input source.

Let’s start.

Add System instructions as:

You are an experienced Film and television analysts need to help audiences understand the deeper meaning behind the film.

Select Sample Vide from the blow menu.

Select Sherlock Jr. (1924) — film clip and analyze it. The YouTube link is here.

Add attempt:

Give a summary of the episode and point out the historical context of key events.

It looks like this:

We noticed that Gemini 1.5 Flash support max input token is 1048576 = 1024 x 1024,1M token。10 min clip token is about 177000 = 173 x 1024. We added an attempt, so the total input token is 177039.

The most exciting result is coming:

It costs about 43.1s to generate the result. I pasted the result here:

The film opens with a detective following a man into a pawn shop, where the man pawns his watch. The pawnbroker, a rather nervous looking fellow, is asked to describe the man, to which he responds by saying “He was, he was, uh, uh, uh, uh, he was a man.” The detective is frustrated and walks out of the pawn shop.

The detective’s second job is as a movie projector operator, which he does for the Veronal Film Company. He has fallen asleep at his post during a showing of “Hearts and Pearls.” The detective’s colleague awakens him, and he quickly begins to project the film again.

The audience is shown a scene from “Hearts and Pearls” where the male lead, a man in a tuxedo, is being asked by a woman about his life. The scene cuts to a shot of the detective, then back to the scene from “Hearts and Pearls.” A shot of the detective shows that he has fallen asleep again, and his colleague awakens him.

The scene from “Hearts and Pearls” shows the male lead, now back in his home, grabbing a cane and heading out the door. The detective, realizing the scene is a match for what he has witnessed, wakes up and goes back to the pawn shop.

The detective rushes into the pawn shop, and asks the pawnbroker again to describe the man. The pawnbroker, seemingly even more nervous than before, points to a photo of the man in a tuxedo. The detective then rushes out of the pawn shop, having finally found the man he has been searching for.

The film is a comedy that uses film history and the growing popularity of motion pictures to create a humorous and engaging story. The film highlights the common occurrence of theater patrons falling asleep during film screenings, which is often a humorous moment for those who are not sleeping.

The film was released in 1918, a time when motion pictures were quickly becoming popular. This was due in part to the development of new technologies like the motion picture camera and projector, which made it possible to create and distribute films more easily. The film’s use of these technologies highlights the exciting developments in film technology at the time.

The film also reflects the growing influence of film on society. As films became more popular, they began to have a greater impact on people’s lives and the way they viewed the world. This can be seen in the film’s use of film as a tool for solving a crime.

The detective’s use of film is a clever way to solve the crime. The film’s humorous depiction of the detective’s second job as a movie projector operator, and the scene in which the detective falls asleep during the movie screening, is a satire of the common occurrence of theater patrons falling asleep during films.

The film shows how film technology and film culture were impacting society in the early 20th century. It is a humorous and insightful look at a time of great change and innovation.

We want to know the special movie clip timestamp, so we add another attempt:

What is the exact timestamp of the operation of the movie projector operator?

Congratulations, the exact time scope is from 02:19 to 02:29, and we found the movie projector operator is on the screen now.

We know that the Gemini 1.5 Flash can analyze details, what about other knowledge about this film, we can use prompts to ask more:

I know the film’s name is Sherlock Jr. (1924), can you explain the total film background?

The answer is

You’re right, Sherlock Jr. is a 1924 American silent comedy film directed by Buster Keaton. It’s a classic of the silent era, celebrated for its stunning visual gags, innovative special effects, and Keaton’s signature deadpan humor.

Here’s a breakdown of the film’s background and key elements:

Plot:

The Setup: The film follows Sherlock Jr., a young projectionist at a local movie theater who dreams of becoming a detective. He’s smitten with the daughter of the watchmaker he works for, but her father disapproves of him.

The Theft: During a screening, Sherlock Jr. witnesses a thief stealing the watchmaker’s valuable pocket watch. He decides to use his projectionist skills to investigate.

The Dream: Sherlock Jr. falls asleep at the projection booth and enters a dream world, where he becomes the detective hero of a film he’s projecting. This allows for fantastic visual sequences and absurd gags as he goes about solving the case.

The Dream Becomes Reality: Sherlock Jr. uses his dream experiences to solve the real-world case, ultimately proving his worth to the girl’s father and winning her over.

Themes:

The Power of Imagination: The film explores the power of imagination and how it can fuel our ambitions and even help us solve problems.

The Line Between Fantasy and Reality: Sherlock Jr.’s dream world blends seamlessly with the real world, blurring the lines between fantasy and reality, a common theme in Keaton’s work.

We know the film from the clip and want to know how to let our friends know about the film and discuss it.

Continue to add attempt:

Write the video review, for a general audience.

Get the result:

Sherlock Jr.: A Silent Comedy Masterpiece That Still Makes You Laugh

If you’ve never seen a silent film, Sherlock Jr. is the perfect place to start. It’s not just a funny movie, it’s a visual masterpiece. Director Buster Keaton, known for his incredible physical comedy and deadpan expressions, takes you on a wild ride through the world of dreams and reality.

The story is simple: a shy projectionist named Sherlock Jr. witnesses a theft and uses his imagination to become the detective he always wanted to be. His dream sequences are pure magic! We see Keaton effortlessly leap over trains, fall through walls, and even become a living clock. You’ll find yourself gasping in awe and laughing out loud at the same time.

But Sherlock Jr. isn’t just about gags. It has a heart. We see Sherlock Jr.’s longing for the girl he loves and his desire to prove his worth to her father. The film is a clever blend of slapstick humor and charming romance, making it a timeless classic.

Sherlock Jr. is a film you can watch and enjoy even if you don’t understand the words. The visual storytelling is so strong that it transcends language barriers. It’s a reminder of how powerful and funny cinema can be.

If you’re looking for a film that’s funny, visually stunning, and surprisingly moving, Sherlock Jr. is a must-see!

With so much information analysis, we can have a detailed understanding of this segment and even the entire film.

Conclusion

Using Gemini 1.5 Flash, we can get the exact information of the video and ask for related information for our deep analysis. But it is only part of the features. We can discovery more.

Let’s go.

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