Based on the recent trends in autumn fashion, we can infer that the following styles of handbags are likely to become popular:

1. Classic Vintage Bags: These styles, such as saddlebags and retro shoulder bags, pay homage to the bygone eras, exuding a sense of nostalgia and timeless elegance.

2. Patchwork Bags: Adding a touch of whimsy and uniqueness to the autumn and winter seasons, patchwork bags showcase interesting combinations of colors, patterns, and textures, making them eye-catching and distinctive.

3. Box-shaped Bags: With their clean lines and defined shapes, box-shaped bags create an aura of elegance and sophistication. Their minimalist design accentuates their refined charm and makes them versatile accessories for any occasion.

4. Oversized Bags: Combining fashion and functionality, oversized bags are not only stylish but also practical. They offer abundant space to carry all your essentials while still maintaining a fashionable edge, making them convenient companions for a busy autumn day.

In addition to bag styles, we are anticipating the following colors to be popular during the autumn and winter seasons:

1. Deep Brown: Emanating a warm and steady vibe, deep brown is a versatile color that adds a touch of sophistication to any outfit. It complements the rich hues of autumn and exudes a sense of stability and reliability.

2. Charcoal Gray: Embracing a neutral aesthetic, charcoal gray is a fashion-forward and versatile color choice. Its understated elegance and timeless appeal make it suitable for both casual and formal occasions, effortlessly completing any look with a touch of sophistication.

3.Claret: A perennial favorite during the autumn and winter seasons, Claret exudes an air of nobility and sophistication. This deep, rich hue adds depth and warmth to any outfit, creating a luxurious and elegant ambiance.

4. Olive Green: Reflecting the natural and serene atmosphere of autumn and winter, olive green is a versatile and calming shade. Its richness and muted tones bring a sense of balance and tranquility to any ensemble, harmonizing perfectly with the overall season's aesthetic.

As fashion continues to evolve, these bag styles and colors are poised to become the go-to choices for fashion-forward individuals looking to make a statement during the autumn and winter seasons. Their timeless appeal, elegance, and practicality make them irresistible and must-have additions to any fashion enthusiast's collection. So why not embrace the upcoming trends and elevate your style with these captivating accessories？